<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:video="http://www.google.com/schemas/sitemap-video/1.1"><url><loc>https://www.qklitosf.begenuin.com/video/20fede9ed480143f</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a1019e45b5cda94fb4c2_1760704299770.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a1019e45b5cda94fb4c2_1760704299770.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:31:52.828Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fede84ab801432</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a0e4a04b02069bb4c777_1760704290333.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a0e4a04b02069bb4c777_1760704290333.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:31:39.635Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fede702680143e</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a0bdb403a3b9d3e79012_1760704276768.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a0bdb403a3b9d3e79012_1760704276768.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:31:29.155Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fede56f000143d</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a0bad5a2aa7a2c7d94b6_1760704257005.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a0bad5a2aa7a2c7d94b6_1760704257005.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:31:16.457Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fede3101801431</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a0c3a250caed506f7482_1760704248595.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a0c3a250caed506f7482_1760704248595.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:30:56.54Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fede209480143c</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a0a455004a016aa87875_1760704242205.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a0a455004a016aa87875_1760704242205.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:30:48.139Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fede142d80143b</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a08ab5904c2601ac0321_1760704234520.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a08ab5904c2601ac0321_1760704234520.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:30:41.968Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fede051c801430</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a08da0cd077e1c931265_1760704226756.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a08da0cd077e1c931265_1760704226756.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:30:34.053Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20feddf57b00143a</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a08c72aeabf1cb0a6393_1760704220439.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a08c72aeabf1cb0a6393_1760704220439.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:30:25.991Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedde958001439</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a097483bd66a681f2e50_1760704214155.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a097483bd66a681f2e50_1760704214155.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:30:19.765Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedddd8200142f</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a096c60d6594c0976897_1760704207911.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a096c60d6594c0976897_1760704207911.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:30:13.663Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20feddd0d700142e</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a08226acf80be60c2799_1760704202381.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a08226acf80be60c2799_1760704202381.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:30:07.267Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20feddb9a2001438</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a091595aefe6483c2f46_1760704189686.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a091595aefe6483c2f46_1760704189686.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:29:55.338Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20feddada6001437</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a088db722a6ba910593d_1760704181599.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a088db722a6ba910593d_1760704181599.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:29:49.257Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd9d38801436</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a081a65c1cfc90b7c428_1760704173473.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a081a65c1cfc90b7c428_1760704173473.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:29:40.85Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd8d44801435</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a080d691b3ccd125edef_1760704165158.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a080d691b3ccd125edef_1760704165158.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:29:32.602Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd7d8b80142d</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a08fca2467854048cb7b_1760704160758.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a08fca2467854048cb7b_1760704160758.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:29:24.619Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd7502801434</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a079b390132837f4bd72_1760704153424.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a079b390132837f4bd72_1760704153424.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:29:20.252Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd66ab001433</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a074cea9ad63c5446d52_1760704148672.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a074cea9ad63c5446d52_1760704148672.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:29:12.874Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd5d07001432</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a07765d74161fed6c8e6_1760704144155.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a07765d74161fed6c8e6_1760704144155.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:29:08.957Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd54b000142c</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a06a0a777f0f51462068_1760704139879.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a06a0a777f0f51462068_1760704139879.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:29:03.651Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd4c5e80142b</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a0690e98c6f74fdcee0d_1760704135485.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a0690e98c6f74fdcee0d_1760704135485.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:28:59.405Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd439b801431</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a0602590e21869a56256_1760704121107.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a0602590e21869a56256_1760704121107.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:28:54.962Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fedd278a001430</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68f0a061ba61f1c5706e1a2c_1760704116579.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/68f0a061ba61f1c5706e1a2c_1760704116579.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T12:28:40.672Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/linear-regression-is-a-statistical-method-used-to-5xem</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e97887ad0340c36a2b06d_1760701755043.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Linear regression is a statistical method used to model the relationship between a dependent variable and one or more independent variables. The method is used to find the best-fitting straight line, which is typically represented by an equation involving an intercept and a slope (or slopes if multiple independent variables).&#xA;&#xA;The process of fitting a line works by estimating the values of the model parameters (intercept and slope) that minimize the difference between the observed data points and the predictions made by the model.&#xA;&#xA;This discrepancy is what we call the residuals, which are the differences between the actual values and the predicted values.&#xA;&#xA;The sum of squared errors (SSE) is a common way to quantify how well the model fits the data, calculated as the sum of the squared residuals. In linear regression, the loss function is typically the SSE or the mean squared error (MSE), which the algorithm minimizes during training.&#xA;&#xA;By minimizing the SSE, the model is optimized to achieve the best possible fit to the data, providing the most accurate predictions for new observations.&#xA;&#xA;C: 3 minute data science&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#ml #machinelearning #deeplearning #computerscience #math #mathematics #programming #coding #courses #bootcamp #datascience #education #linearregression #visualization</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e97887ad0340c36a2b06d_1760701755043.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:49:18.036Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/llava-16-has-been-released-and-gives-open-source</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa422d2e58050618192d9_1760701750242.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>LLaVA 1.6 has been released and gives open-source LLMs the ability to read images!</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa422d2e58050618192d9_1760701750242.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:49:15.042Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ive-been-going-deep-on-groq-lately-and-will-be</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa417d2e58050618192d8_1760701743703.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>I&#39;ve been going deep on Groq lately and will be doing more videos about them. Groq&#39;s main competitive advantage is its inference speed, which allows devs to think about new &#34;real-time&#34; use cases that weren&#39;t possible with previous services/models.</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa417d2e58050618192d8_1760701743703.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:49:09.958Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/nvidias-canvas-app-lets-you-do-ms-paint-style</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa40ad2e58050618192d7_1760701738484.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>NVIDIA&#39;s Canvas app lets you do MS paint-style drawing and instantly convert it to photorealistic pictures.&#xA;&#xA;Check out the #aidecoded blog for more info: https://nvda.ws/3Lc1KTX&#xA;&#xA;#nvidiapartner @NVIDIA-Studio &#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://www.matthewberman.com&#xA;&#xA;Need AI Consulting? 📈&#xA;https://forwardfuture.ai/&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa40ad2e58050618192d7_1760701738484.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:49:03.849Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/try-hume-today-httpstryhumeaidpqi-6-in-49-s-2-u</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa3f4d2e58050618192d6_1760701728282.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Try Hume today: https://try.hume.ai/dpqi6in49s2u&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa3f4d2e58050618192d6_1760701728282.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:48:58.23Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/nvidia-will-revolutionize-gaming-nvidia-studio</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa3e8d2e58050618192d5_1760701722550.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>NVIDIA will revolutionize gaming (@NVIDIA-Studio)&#xA;&#xA;#AIDecoded #NVIDIAPartner &#xA;&#xA;AIDecoded blog post: https://nvda.ws/3M44RxK &#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://www.matthewberman.com&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Need AI Consulting? 📈&#xA;https://forwardfuture.ai/&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa3e8d2e58050618192d5_1760701722550.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:48:48.054Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/why-is-apple-tapping-google-to-power-the-next</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa3ded2e58050618192d4_1760701716997.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Why is Apple tapping Google to power the next generation of Siri?&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://www.matthewberman.com&#xA;&#xA;Need AI Consulting? ✅ &#xA;https://forwardfuture.ai/&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter:  https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;&#xA;Rent a GPU (MassedCompute) 🚀&#xA;https://bit.ly/matthew-berman-youtube &#xA;USE CODE &#34;MatthewBerman&#34; for 50% discount&#xA;&#xA;Media/Sponsorship Inquiries 📈&#xA;https://bit.ly/44TC45V&#xA;&#xA;Links:&#xA;https://www.reuters.com/technology/apple-talks-let-googles-gemini-power-iphone-ai-features-bloomberg-news-says-2024-03-18/</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa3ded2e58050618192d4_1760701716997.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:48:43.047Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fecacee5001427</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa3d9d2e58050618192d3_1760701712710.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:content_loc>https://media.begenuin.com/temp_video/683aa3d9d2e58050618192d3_1760701712710.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:48:36.261Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/check-out-the-hp-elitebook-1040-g-11-powered-by</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa19ad2e58050618192a7_1760701698038.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Check out the HP Elitebook 1040 G11 powered by Intel Core Ultra Processor today! https://bit.ly/3Xtvkvn&#xA;&#xA;#HPUnlocksAI #IntelCoreUltra #Intel&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://www.matthewberman.com&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Need AI Consulting? 📈&#xA;https://forwardfuture.ai/&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa19ad2e58050618192a7_1760701698038.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:48:24.15Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/check-out-more-details-and-get-your-own-asus</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa181d2e58050618192a6_1760701690342.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Check out more details and get your own ASUS Vivobook S 15 ➜ https://asus.click/vbs_matthew #ASUSCopilotPlusPC #ASUS #Vivobook #Microsoft&#xA;&#xA;Subscribe to my newsletter for your chance to win the Asus Vivobook Copilot+ PC: https://gleam.io/H4TdG/asus-vivobook-...&#xA;(North America only)&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Need AI Consulting? 📈&#xA;https://forwardfuture.ai/&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa181d2e58050618192a6_1760701690342.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:48:18.238Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-71uq</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68372314fc1e40d0b67b5b80_1760701683587.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68372314fc1e40d0b67b5b80_1760701683587.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:48:10.742Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-wqhs</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683722f6fc1e40d0b67b5b7f_1760701676721.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683722f6fc1e40d0b67b5b7f_1760701676721.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:48:03.841Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-lhpo</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837227dfc1e40d0b67b5b73_1760701671964.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837227dfc1e40d0b67b5b73_1760701671964.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:47:56.177Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/full-article-httpswwwforwardfutureaipgenie-2-by</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68372272fc1e40d0b67b5b72_1760701665234.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Full Article: https://www.forwardfuture.ai/p/genie-2-by-google-deepmind&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68372272fc1e40d0b67b5b72_1760701665234.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:47:51.558Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/gpus-go-brrrrrrrrrrrrrrrrr-nvidiageforce</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68372262fc1e40d0b67b5b71_1760701658080.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>GPUs go BRRRRRRRRRRRRRRRRR&#xA;&#xA;@NVIDIAGeForce #NVIDIAPartner&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V&#xA;&#xA;Disclosure: I&#39;m a small investor in LMStudio</video:description><video:content_loc>https://media.begenuin.com/temp_video/68372262fc1e40d0b67b5b71_1760701658080.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:47:45.443Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-42kq</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68372253fc1e40d0b67b5b70_1760701653679.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68372253fc1e40d0b67b5b70_1760701653679.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:47:37.955Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-ycfc</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837223dfc1e40d0b67b5b6e_1760701649197.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837223dfc1e40d0b67b5b6e_1760701649197.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:47:33.84Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-s24p</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68372229fc1e40d0b67b5b6d_1760701639499.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;Discover The Best AI Tools👇🏼&#xA;https://tools.forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 X: https://x.com/matthewberman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68372229fc1e40d0b67b5b6d_1760701639499.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:47:29.336Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-08lt</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837221bfc1e40d0b67b5b6c_1760701627197.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837221bfc1e40d0b67b5b6c_1760701627197.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:47:19.34Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/try-zapier-mcp-for-free-today-httpsbitly-42-babll</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683721c0fc1e40d0b67b5b68_1760701618171.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Try Zapier MCP for free today: https://bit.ly/42Babll&#xA;And check out their webinar tomorrow at 10am PST: https://bit.ly/4jEZR1x&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683721c0fc1e40d0b67b5b68_1760701618171.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:47:19.331Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-euc2</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683721affc1e40d0b67b5b67_1760701611976.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;Discover The Best AI Tools👇🏼&#xA;https://tools.forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 X: https://x.com/matthewberman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683721affc1e40d0b67b5b67_1760701611976.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:47:20.04Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-pbo5</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683721a0fc1e40d0b67b5b66_1760701604074.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683721a0fc1e40d0b67b5b66_1760701604074.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:46:50.425Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/full-article-httpswwwforwardfutureaipscale-is-all</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837218bfc1e40d0b67b5b65_1760701595084.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Full article: https://www.forwardfuture.ai/p/scale-is-all-you-need-part-3-2&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837218bfc1e40d0b67b5b65_1760701595084.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:46:43.535Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-riyz</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837217bfc1e40d0b67b5b64_1760701589818.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837217bfc1e40d0b67b5b64_1760701589818.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:46:35.533Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/discover-how-to-break-free-from-limitations-and</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68c028b86e431cb2797a07e5_1760701573326.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Discover how to break free from limitations and unleash your true potential! This video guides you through transformative steps that will inspire you to take action and elevate your life. Don’t miss the chance to change your perspective and achieve your dreams!</video:description><video:content_loc>https://media.begenuin.com/temp_video/68c028b86e431cb2797a07e5_1760701573326.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:46:15.506Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/discover-the-secrets-to-unleashing-your-full</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/689c59eecb1734ff37c46edb_1760701568609.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Discover the secrets to unleashing your full potential! This video reveals practical tips and inspiring anecdotes to help you break barriers and achieve greatness. Don&#39;t miss out on transforming your mindset and energizing your journey toward success!</video:description><video:content_loc>https://media.begenuin.com/temp_video/689c59eecb1734ff37c46edb_1760701568609.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:46:12.768Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-25nk</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b5c6e7ef61baaebf4f02_1760701553350.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;new year gains loading 💪 #sharktank #tvshow #smallbusiness #fitness&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b5c6e7ef61baaebf4f02_1760701553350.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:46:01.136Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/patience-is-all-it-takes-motivation-success-trump</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66a33f5a99a887e3683b5899_1760701549657.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Patience is all it takes. #motivation #success #trump </video:description><video:content_loc>https://media.begenuin.com/temp_video/66a33f5a99a887e3683b5899_1760701549657.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:45:53.035Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/i-think-were-good-for-a-few-more-years-theyre</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b02599710ec7ec5dc0f1e1_1760701543779.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>I think we&#39;re good for a few more years&#xA;&#xA;They’re closer than ever, but still tripping over the basics. The fails almost make them feel even more human.&#xA;&#xA;What are your thoughts on this? 🤔💬&#xA;&#xA;🎥: felineflickfrenzy on TT&#xA;&#xA;Follow for more @getintoai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b02599710ec7ec5dc0f1e1_1760701543779.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:45:48.048Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/turning-mars-into-earth-fastest-way-revealed-elon</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67d9706212729bc6c1a13d24_1760701537873.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Turning Mars into Earth: Fastest Way Revealed!&#xA;&#xA;Elon Musk is either trying to save the world or destroy it. Stephen&#39;s not sure which one.&#xA;&#xA;Sources:&#xA;https://www.youtube.com/watch?v=gV6hP9wpMW8&#xA;&#xA;Profile: https://begenuin.com/profile/desaiankitb?utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Loop: https://begenuin.com/loop/future-tech-gadgets-innovation?community=1a31d8a4ed000e97&amp;utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Video: https://begenuin.com/video/1bba162369001457?community=1a31d8a4ed000e97&amp;loop=1ac8219654801447&amp;utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;&#xA;&#xA;#ArtificialIntelligence, #MachineLearning, #DeepLearning, #AIInnovation, #TechnologyTrends, #DataScience, #NeuralNetworks, #GenerativeAI, #NLP, #ComputerVision, #AIChips, #Robotics, #AIForGood, #EthicalAI, #OpenAI, #NvidiaAI, #GoogleAI, #AppleAI, #TechNews, #StartupInnovation, #AIResearch, #QuantumComputing, #AIAndEthics, #SustainableAI, #AIEducation, #AIRegulation, #EdgeComputing, #AIApplications, #VoiceAssistants, #ChatGPT #elonmusk</video:description><video:content_loc>https://media.begenuin.com/temp_video/67d9706212729bc6c1a13d24_1760701537873.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:45:42.929Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/20fec941f280141d</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b028df981d744d08b66f79_1760701510568.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>🫤</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b028df981d744d08b66f79_1760701510568.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:45:13.262Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/heart-wrenching-moment-a-wrestlers-global-tragedy</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67d96fc512729bc6c1a13d19_1760701505483.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Heart-Wrenching Moment: A Wrestler&#39;s Global Tragedy&#xA;&#xA;This is one of the most inspiring motivational speeches you&#39;ll ever hear. It will change your life, make you cry and make you thankful for what you have (especially your mom!)&#xA;&#xA;This is our 3rd motivational video for students on our 2nd channel Motivation2Study2! Thanks for joining us at the start! Comment below what you&#39;d like to see a video about next!&#xA;&#xA;Marc Mero&#xA;&#xA;Sources:&#xA;https://www.youtube.com/watch?v=_u2qggffbYM&#xA;&#xA;Profile: https://begenuin.com/profile/desaiankitb?utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Loop: https://begenuin.com/loop/about-me-m3et?community=1a31d8a4ed000e97&amp;utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Video: https://begenuin.com/video/1bc725946b801590?community=1a31d8a4ed000e97&amp;loop=1a31d8b9650015d3&amp;utm_source=YT&amp;utm_channel=squadaihub</video:description><video:content_loc>https://media.begenuin.com/temp_video/67d96fc512729bc6c1a13d19_1760701505483.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:45:10.933Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/from-riches-to-richness-embracing-lifes-true</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67d96f8e12729bc6c1a13d18_1760701500974.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>From Riches to Richness: Embracing Life&#39;s True Gifts&#xA;&#xA;This is one of the most inspiring motivational speeches you&#39;ll ever hear. It will change your life, make you cry and make you thankful for what you have (especially your mom!)&#xA;&#xA;&#xA;Sources:&#xA;https://www.youtube.com/watch?v=_u2qggffbYM&#xA;&#xA;Profile: https://begenuin.com/profile/desaiankitb?utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Loop: https://begenuin.com/loop/about-me-m3et?community=1a31d8a4ed000e97&amp;utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Video: https://begenuin.com/video/1bc736867e001599?community=1a31d8a4ed000e97&amp;loop=1a31d8b9650015d3&amp;utm_source=YT&amp;utm_channel=squadaihub</video:description><video:content_loc>https://media.begenuin.com/temp_video/67d96f8e12729bc6c1a13d18_1760701500974.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:45:10.347Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/breaking-the-cycle-a-story-of-redemption-and-love</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67d96f7b12729bc6c1a13d17_1760701490011.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Breaking the Cycle: A Story of Redemption and Love&#xA;&#xA;This is one of the most inspiring motivational speeches you&#39;ll ever hear. It will change your life, make you cry and make you thankful for what you have (especially your mom!)&#xA;&#xA;Sources:&#xA;https://www.youtube.com/watch?v=_u2qggffbYM&#xA;&#xA;Profile: https://begenuin.com/profile/desaiankitb?utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Loop: https://begenuin.com/loop/about-me-m3et?community=1a31d8a4ed000e97&amp;utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Video: https://begenuin.com/video/1bc72e9fe580163f?community=1a31d8a4ed000e97&amp;loop=1a31d8b9650015d3&amp;utm_source=YT&amp;utm_channel=squadaihub</video:description><video:content_loc>https://media.begenuin.com/temp_video/67d96f7b12729bc6c1a13d17_1760701490011.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:45:00.55Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-cj0d</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b664e7ef61baaebf4f09_1760701485393.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b664e7ef61baaebf4f09_1760701485393.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:49.949Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/believe-just-believe-facts-trump-donaldtrump</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66a33f5a99a887e3683b589e_1760701480734.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Believe. Just Believe. #facts #trump #donaldtrump #motivation #success #fyp </video:description><video:content_loc>https://media.begenuin.com/temp_video/66a33f5a99a887e3683b589e_1760701480734.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:44.578Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-scaling-laws-describe-how-a-models</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b02c5ea250e20a1cb8a8fa_1760701462930.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Neural scaling laws describe how a model’s performance improves (predictably) as we increase the amount of training data, the size of the model (in terms of parameters), or the total compute used (measured in FLOPs or floating point operations per second).&#xA;&#xA;The scaling laws are power laws, meaning that as we scale things up, the performance increases proportionally. For instance, as we increase the size of the model, we should expect better performance or lower loss proportional to how much the model size was increased.&#xA;&#xA;When we plot these relationships on a log-log plot (plots where both axes are logarithmic instead of linear) these power laws show up as straight lines, and the slope represents how quickly any factor scales.&#xA;&#xA;This kind of plotting helps researchers identify the most efficient way to improve performance, known as the compute-efficient frontier—where you get the most performance for a given amount of computing.&#xA;&#xA;C: Welch Labs&#xA;&#xA;#deeplearning #neuralnetworks #mathematics #math #physics #computerscience #coding #science #education #machinelearning #datascience</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b02c5ea250e20a1cb8a8fa_1760701462930.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:41.935Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-attention-mechanism-functions-like-a-matching-r32x</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c424b277692637345b1_1760701459529.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>The attention mechanism functions like a matching system, where queries act as searchers looking for relevant information among a set of keys. &#xA;&#xA;Imagine each query as a question seeking specific details, while keys are labels. &#xA;&#xA;The similarity between a query and each key determines how much attention is paid to the corresponding value. &#xA;&#xA;When a query strongly aligns with a particular key, it gets a high attention score, causing the model to focus more heavily on that associated information. &#xA;&#xA;This dynamic weighting system allows neural networks to selectively emphasize different parts of the input depending on the context, making it effective for sequence data.&#xA;&#xA;C: @3blue1brown &#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#neuralnetworks #machinelearning #computerscience #computerengineering #transformers #technology #datascience #gpt #chatgpt</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c424b277692637345b1_1760701459529.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:41.847Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/runway-just-dropped-aleph-and-it-might-change</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b0276c4defc4ab63e12c3e_1760701445875.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Runway just dropped Aleph — and it might change video editing forever 🎬✨&#xA;&#xA;With just a short clip and a text prompt, you can now relight scenes, remove or add objects, swap environments, and even generate new camera angles — no reshoots, no complex VFX.&#xA;&#xA;This could redefine how films, ads, and content are made. High-end editing just got fast, flexible, and insanely accessible.&#xA;&#xA;Are we entering a new era of filmmaking?&#xA;&#xA;🎥 Credit: @blizaine on X&#xA;&#xA;Follow for more @getintoai &#xA;&#xA;#ai #ainews #aiupdates #aitool #RunwayAI</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b0276c4defc4ab63e12c3e_1760701445875.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:38.732Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-can-effectively-learn-parametric-hl4m</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c3d4b277692637345b0_1760701444358.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Neural networks can effectively learn parametric 3D surfaces by approximating complex mappings from input parameter spaces to 3D coordinate outputs. &#xA;&#xA;By training on datasets that define the relationships between parameters (e.g., UV coordinates) and corresponding 3D points, the network learns to generalize and reconstruct surfaces accurately. &#xA;&#xA;C: emergent garden (yt)&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#neuralnetworks #deeplearning #datascience #computerscience #computerengineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c3d4b277692637345b0_1760701444358.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:41.935Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-is-damn-impressive-runwaymls-new-aleph-is-a</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b0262dcc9a170fb091491d_1760701442553.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This is damn impressive 🤯🎬&#xA;&#xA;RunwayML’s new Aleph is a next-gen AI model that doesn’t just edit, it reimagines entire scenes from a single clip using only a text prompt. It can relight, remove objects, swap backgrounds, and even generate completely new camera angles… all from just one short video input.&#xA;&#xA;This isn’t editing, this is rewriting visual storytelling.&#xA;&#xA;Watch as a classic Matrix fight scene is transformed into a cinematic water battle.&#xA;&#xA;🎥: @blizaine on X&#xA;&#xA;Follow for more @getintoai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b0262dcc9a170fb091491d_1760701442553.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:38.435Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/seo-is-dead-meet-geo-generative-engine</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b033fa413e73b45cd4d90a_1760701441412.png</video:thumbnail_loc><video:title>evolving.ai</video:title><video:description>❌ SEO is dead. Meet GEO, Generative Engine Optimization.&#xA;&#xA;SEO is no longer the only way people find content. More people now ask AI tools like ChatGPT for answers instead of typing keywords into Google.&#xA;&#xA;That is where GEO comes in. Instead of focusing on keywords, GEO makes sure your brand shows up when AI models give answers.&#xA;&#xA;GEO works by understanding the real meaning behind a question and matching it with content that feels most helpful. It looks at details like topic, location, and context, not just keywords.&#xA;&#xA;You can show up in AI answers in two main ways: by being mentioned in trusted third-party sources or by creating your own valuable content. Think strong articles, unique stories, and topics that are not covered much yet.&#xA;&#xA;The more useful and original your content is, the more likely AI will see you as a trusted source and mention you first.&#xA;&#xA;That is the basic idea of GEO. It is SEO, but for the age of AI.&#xA;&#xA;What are your thoughts on this? 🤔💬</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b033fa413e73b45cd4d90a_1760701441412.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:36.539Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-attention-mechanism-uses-dot-products-to-71w0</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c384b277692637345af_1760701441034.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>The attention mechanism uses dot products to calculate importance scores between words. When processing a word (the query), it compares it against all other words (the keys) in the sequence by taking their dot product, measuring how similar their vector representations are. &#xA;&#xA;A higher dot product indicates stronger relevance. &#xA;&#xA;These raw scores are then scaled and converted to probabilities through softmax, ensuring they sum to 1. &#xA;&#xA;These probabilities determine how much each word’s information (stored in value vectors) should contribute to the final representation. &#xA;&#xA;The mechanism effectively learns which words should “pay attention” to each other.&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#transformers #chatgpt #neuralnetworks #computerscience #coding #math #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c384b277692637345af_1760701441034.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:41.84Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/beast-games-2082-trailer-created-in-just-2-days</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b025ea759909dcf1787c8c_1760701439096.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>🎬 Beast Games: 2082 | Trailer 🤯&#xA;&#xA;Created in just 2 days by @grimyacht using:&#xA;• Midjourney → images&#xA;• Google Veo 3 → animation&#xA;• Suno → music&#xA;• DaVinci Resolve → editing&#xA;&#xA;This shows how solo creators + small studios can now produce entire films with AI. An explosion of AI-generated cinema is about to begin.&#xA;&#xA;What are your thoughts on this? 🤔💬&#xA;&#xA;Follow for more @getintoai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b025ea759909dcf1787c8c_1760701439096.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:44:38.846Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-transformers-word-or-token-vectors-live-in-a-69r8</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c324b277692637345ae_1760701437442.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In transformers, word or token vectors live in a space with many, many dimensions. &#xA;&#xA;However, there’s a limit to how many distinct vectors we can have in this space if we want them to be completely independent from each other. &#xA;&#xA;To make vectors fully independent, they must be perpendicular to each other, meaning they don’t overlap in the information they represent. &#xA;&#xA;The maximum number of perpendicular vectors you can have is the same as the number of dimensions in the space (n dimensions allow at most n perpendicular vectors).&#xA;&#xA;To combat this, we can use the principle of superposition, and be a bit lenient by allowing the vectors to not be exactly perpendicular.&#xA;&#xA;This way, we can fit many more meanings and directions of words and phrases, allowing the model to have more knowledge.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #deeplearning #datascience #math #computerscience #gpt #transformers</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c324b277692637345ae_1760701437442.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:59.628Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-british-canadian-twitch-streamer-perri-karyal</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b025d7e4067c2e7d93d664_1760701434631.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>A British-Canadian Twitch streamer, Perri Karyal, has built a custom EEG setup that turns her brainwaves into game commands, letting her play without a controller. In her latest stream, she showed off a fully hands-free version, where in-game actions are triggered just by thinking.&#xA;&#xA;🎥: @perrikaryal&#xA;&#xA;Follow for more @getintoai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b025d7e4067c2e7d93d664_1760701434631.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:58.559Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/something-to-take-the-edge-off-orikronx</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b02591e83d0d23467f3ec3_1760701431470.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Something to take the edge off..&#xA;&#xA;[ orikron/X ]</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b02591e83d0d23467f3ec3_1760701431470.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:54.252Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/remote-excavators-we-officially-live-in-the</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b02a582aa4b0b13795584b_1760701418735.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>🚜💻 Remote excavators… we officially live in the future.&#xA;&#xA;In China, construction crews now operate heavy machinery from an office, using screens and real-time camera feeds to dig and move earth, all from the comfort of AC.&#xA;&#xA;Hard labor just became a high-tech desk job.&#xA;&#xA;🎥: @orikron on X</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b02a582aa4b0b13795584b_1760701418735.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:41.96Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-is-gonna-be-crazy-for-gaming-genie-3-from</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b03894bd57612d827b3b40_1760701404456.png</video:thumbnail_loc><video:title>evolving.ai</video:title><video:description>This is gonna be crazy for gaming&#xA;&#xA;Genie 3, from Google DeepMind, is a new AI world model that builds fully interactive 3D environments in real time from just one text prompt. It renders at 720p and 24 fps, with the world staying consistent across several minutes even if you look away and return.&#xA;&#xA;You can change the environment instantly with simple commands, add rain, a creature, or a gust of wind, and it happens. It feels less like watching a video and more like walking through a game world without any 3D models or code at all.&#xA;&#xA;The pace of progress is fast, and while it is still in limited research preview, it is easy to see how this could lead to a Holodeck‑like future.&#xA;&#xA;What are your thoughts on this? 🤔💬&#xA;—&#xA;&#xA;➡️ That&#39;s it! If you want to keep up with all the AI news, useful tips, and important developments, join 50k+ subscribers reading our free newsletter</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b03894bd57612d827b3b40_1760701404456.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:26.864Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/figure-02-just-folded-laundry-fully-autonomously</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b026819db9d409c3330d82_1760701399409.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Figure 02 just folded laundry fully autonomously, and it only took a month of training.&#xA;&#xA;Filmed at the home of Figure AI CEO @brett_adcock, the robot runs entirely on their in-house neural network, Helix. What’s wild is that this isn’t a one-off: once one Figure robot learns a task, all others inherit it.&#xA;&#xA;We’ve officially automated a daily chore humans have done for over 100 years, and it’s just the beginning. This same system could scale to dozens (or hundreds) of human tasks.&#xA;&#xA;The future of general-purpose robotics is unfolding fast.&#xA;&#xA;What are your thoughts? 🤖💬&#xA;&#xA;Follow for more @getintoai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b026819db9d409c3330d82_1760701399409.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:24.055Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/julie-campbell-claws-her-way-into-the-den-with</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b1f8e7ef61baaebf4edc_1760701389919.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Julie Campbell claws her way into The Den with her unique fetish accessories from her business, Scary Kitty Designs... &#xA;&#xA;Season 9, Episode 9.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #dragonsdencanada &#xA;&#xA;Clawing Their Way To Investment? | Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b1f8e7ef61baaebf4edc_1760701389919.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:21.655Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/new-sharks-new-season-meet-all-5-of-them-an</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b1dbe7ef61baaebf4edb_1760701383409.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>New Sharks, New Season. Meet all 5 of them! An international sensation, Shark Tank AUS features entrepreneurs pitching for investment in the Tank from our Sharks, five venture capitalists willing to invest their own money in exchange for equity. https://bit.ly/SharkTankAustralia 7.30pm Tuesdays on @Channel10AU &#xA;&#xA;As Seen On Shark Tank Australia Products: https://amzn.to/2ZJBbyf Shark Tank US Products Collection: https://amzn.to/3bMNjmI  @Channel10AU   @DavieFogarty  founder of the Oodie and e-commerce expert.  @SabriSubyOfficial  the founder of King Kong Digital Marketing Agency  @thelazyceo   @ShowpoChannel  the founder of online fashion boutique  @catrionawallace5409  AI expert and founder of the Responsible Metaverse Alliance  @robertherjavec7160  who has already invested $20million across 14 seasons. &#xA;&#xA;YouTube https://bit.ly/SharkTankAustralia &#xA;Socials - https://bit.ly/SharkTankAus #sharktank &#xA;&#xA;#sharktankaustralia #channel10au #sharktank #sharktankaustralia #newseason</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b1dbe7ef61baaebf4edb_1760701383409.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:09.418Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-k2f4</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b58fe7ef61baaebf4f00_1760701379625.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;Kevin O&#39;Leary Walks Cute Puppies In The Den   Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b58fe7ef61baaebf4f00_1760701379625.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:05.428Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-k8po</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b1c3e7ef61baaebf4eda_1760701377673.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b1c3e7ef61baaebf4eda_1760701377673.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:43:02.905Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-6wi9</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b57ae7ef61baaebf4eff_1760701374997.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b57ae7ef61baaebf4eff_1760701374997.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:42:59.007Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/deborah-meaden-really-seemed-to-enjoy-this-season</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b1abe7ef61baaebf4ed9_1760701372528.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Deborah Meaden really seemed to enjoy this.&#xA;&#xA;Season 12, Episode 1.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden  #deborahmeaden &#xA;&#xA;An Army Tank In The Den 🪖| Dragons&#39; Den&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b1abe7ef61baaebf4ed9_1760701372528.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:42:57.249Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/facebook-founder-mark-zuckerberg-faces-1-billion</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67d96c5612729bc6c1a13cd8_1760701372364.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Facebook Founder Mark Zuckerberg Faces $1 Billion Tax Bill - Business News Update&#xA;&#xA;Comedians on Billionaires&#xA;&#xA;Buy Me a Pizza&#xA;https://www.buymeacoffee.com/LaughPl&#xA;&#xA;Video Features:&#xA;&#xA;Chris Rock&#xA;https://www.instagram.com/chrisrock/?hl=en&#xA;&#xA;Andrew Schulz&#xA;https://www.youtube.com/user/TheAndrewSchulz&#xA;&#xA;Norm Macdonald&#xA;https://www.youtube.com/user/NormMacdonaldLive&#xA;&#xA;Louis CK&#xA;https://www.youtube.com/user/louisck&#xA;&#xA;Bill Burr&#xA;https://www.youtube.com/user/MondayMorningPodcast&#xA;&#xA;Social Media:&#xA;Instagram: https://www.instagram.com/thelaughplanetofficial/&#xA;Youtube Channel:  https://www.youtube.com/channel/UCiI_jyH_0yttWG-m5fBYGmA&#xA;Twitter: https://twitter.com/laugh_planet&#xA;&#xA;#Billionaires #Comedy #LaughPlanet&#xA;&#xA;Sources:&#xA;https://www.youtube.com/watch?v=FmTGbJK-bXY&#xA;&#xA;Profile: https://begenuin.com/profile/desaiankitb?utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Loop: https://begenuin.com/loop/about-me-m3et?community=1a31d8a4ed000e97&amp;utm_source=YT&amp;utm_channel=squadaihub&#xA;&#xA;Video: https://begenuin.com/video/1bc650ebdc001594?community=1a31d8a4ed000e97&amp;loop=1a31d8b9650015d3&amp;utm_source=YT&amp;utm_channel=squadaihub &#xA;&#xA;&#xA;#ArtificialIntelligence, #MachineLearning, #DeepLearning, #AIInnovation, #TechnologyTrends, #DataScience, #NeuralNetworks, #GenerativeAI, #NLP, #ComputerVision, #AIChips, #Robotics, #AIForGood, #EthicalAI, #OpenAI, #NvidiaAI, #GoogleAI, #AppleAI, #TechNews, #StartupInnovation, #AIResearch, #QuantumComputing, #AIAndEthics, #SustainableAI, #AIEducation, #AIRegulation, #EdgeComputing, #AIApplications, #VoiceAssistants, #ChatGPT</video:description><video:content_loc>https://media.begenuin.com/temp_video/67d96c5612729bc6c1a13cd8_1760701372364.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:42:55.993Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/davinci-stick-entrepreneur-giacomo-villella</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b19ce7ef61baaebf4ed8_1760701367591.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>DaVinci Stick entrepreneur, Giacomo Villella wanted Arlene to test out his product.&#xA;&#xA;Season 14, Episode 4.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #dragonsden &#xA;&#xA;Arlene&#39;s Getting Lean 💪 | Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b19ce7ef61baaebf4ed8_1760701367591.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:42:52.75Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-jzbv</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b55ce7ef61baaebf4efe_1760701365592.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b55ce7ef61baaebf4efe_1760701365592.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:42:52.164Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/squeezy-was-what-this-duo-were-pitching-to-the</loc><lastmod>2025-10-17</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b543e7ef61baaebf4efd_1760701357622.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Squeezy was what this duo were pitching to The Dragons, it&#39;s a device that squeezes all the contents out of food packets and sachets. Duncan Bannatyne gave it a go, but Theo Paphitis said no. &#xA;&#xA;Season 8, Episode 7&#xA;&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden &#xA;&#xA;Couldn&#39;t Squeeze An Investment Out Of A Dragon 🧐 _ Dragons&#39; Den #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b543e7ef61baaebf4efd_1760701357622.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-17T11:42:45.661Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/china-is-training-humanoid-robots-in-intense-real</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b02af048750e9b4f9b9917_1759908713374.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>🤖🇨🇳 China is training humanoid robots in intense real-world conditions, and it’s wild to watch.&#xA;&#xA;From assembling parts to lifting heavy tools, these bots are being pushed to handle complex, physical tasks typically done by humans. It’s not a simulation, this is happening on real factory floors, with real pressure and precision.&#xA;&#xA;The goal? Make robots that can fully integrate into human jobs, not just assist. This could redefine entire industries, from manufacturing to logistics.&#xA;&#xA;It’s brutal, it’s fast, and it’s the future unfolding in real time.&#xA;&#xA;Would you trust a humanoid robot as your coworker? 🤔💬&#xA;&#xA;Follow for more @getintoai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b02af048750e9b4f9b9917_1759908713374.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:31:56.561Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-internet-is-ruthless-man-someone-quickly</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b038a804feeac9b71c275f_1759908659537.png</video:thumbnail_loc><video:title>evolving.ai</video:title><video:description>The internet is ruthless man 😭&#xA;&#xA;Someone quickly built this game using Cursor, an AI-powered code editor that helps you write, edit, and understand code. &#xA;&#xA;He called it Coldplay Canoodlers and you can try it here: https://coldplay-canoodle-git-main-jonathan-manns-projects-fcbebd01.vercel.app/&#xA;&#xA;🎥: songadaymann on X</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b038a804feeac9b71c275f_1759908659537.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:31:02.057Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-future-is-here-i-need-a-pair-imagine-wearing</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b03454dec6d1d7a11353cc_1759908639658.png</video:thumbnail_loc><video:title>evolving.ai</video:title><video:description>The future is here, I NEED a pair 😎🧠 &#xA;&#xA;Imagine wearing glasses that let you understand every word someone says, do big calculations in seconds, and always know the smartest thing to say next. AI glasses that give you 300 IQ.&#xA;&#xA;Harvard student @anhphunguyen5 and his team at Halo are building them now.&#xA;&#xA;Is this the next step for wearable tech, or just a new way to cheat?&#xA;&#xA;What are your thoughts on this? 🤔💬&#xA;&#xA;🎥: @anhphunguyen5&#xA;—&#xA;&#xA;➡️ That&#39;s it! If you want to keep up with all the AI news, useful tips, and important developments, join 50k+ subscribers reading our free newsletter</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b03454dec6d1d7a11353cc_1759908639658.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:30:43.057Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/google-didnt-even-hesitate-in-a-bold-new-pixel-10</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b0263a97c6b8b8f0223f7e_1759908627930.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>💀 Google didn’t even hesitate.&#xA;&#xA;In a bold new Pixel 10 ad, Google takes direct aim at Apple, mocking the long-delayed Siri AI upgrade that was supposed to arrive with Apple Intelligence.&#xA;&#xA;Apple hyped a smarter Siri at WWDC 2024, and many jumped to iPhone 16 expecting those AI powers soon. But now, after a full year, the full rollout has been pushed again,  this time to 2026.&#xA;&#xA;Meanwhile, Google’s Pixel 10 is shipping with Gemini AI baked in, working right out of the box. The message? If you&#39;re tired of waiting, the choice is clear.&#xA;&#xA;Shots fired or fair play? What’s your take on this move? 🤔💬&#xA;&#xA;Follow for more @getintoai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b0263a97c6b8b8f0223f7e_1759908627930.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:30:30.451Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/mark-zuckerberg-and-sam-altman-are-battling-for</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b0259005f4c2f64b44b3b8_1759908624481.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Mark Zuckerberg and Sam Altman are battling for top AI talent, with Meta offering deals worth hundreds of millions and OpenAI countering with massive bonuses. This showdown is redefining how AI expertise is valued.&#xA;&#xA;@aist.aistories turned this fight into a Matrix-style showdown featuring Zuck and Sama as the protagonists, a wild visual using AI tools like Wan 2.1.&#xA;&#xA;🎥: @aist.aistories&#xA;&#xA;Follow for more @getintoai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b0259005f4c2f64b44b3b8_1759908624481.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:30:27.418Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-ge32</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68372092fc1e40d0b67b5b5a_1759908619848.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68372092fc1e40d0b67b5b5a_1759908619848.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:30:24.357Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-rovj</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68372089fc1e40d0b67b5b59_1759908616183.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68372089fc1e40d0b67b5b59_1759908616183.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:30:19.379Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-g0ps</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837207afc1e40d0b67b5b58_1759908611868.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837207afc1e40d0b67b5b58_1759908611868.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:30:15.658Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ibm-unveils-granite-30-open-source-family-of</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837206bfc1e40d0b67b5b57_1759908605595.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>IBM Unveils Granite 3.0 - Open Source Family of Small Models!&#xA;https://youtu.be/PoA3VG6EneQ&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837206bfc1e40d0b67b5b57_1759908605595.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:30:11.652Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-dvqf</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837205dfc1e40d0b67b5b56_1759908599610.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837205dfc1e40d0b67b5b56_1759908599610.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:30:05.357Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-k1gh</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837204dfc1e40d0b67b5b55_1759908594100.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837204dfc1e40d0b67b5b55_1759908594100.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:29:59.455Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/when-marcus-lemonis-asks-jason-yachanin-what-he</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b2398c790b11b09bd1926c_1759907744747.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>When Marcus Lemonis asks Jason Yachanin what he does at the fitness studio Perspirology that he co-owns with his wife, his answer? Laundry. Cleaning. A bit of guilt.&#xA;&#xA;From Season 1 Episode 1&#xA;&#xA;Watch The Fixer Live on Fox on Fridays.&#xA;Watch Last Week&#39;s Episode on Hulu Now: http://AAN.SonyPictures.com/TheFixer&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW THE FIXER&#xA;Marcus Lemonis Facebook - https://www.facebook.com/marcus.lemonis&#xA;&#xA;About The Fixer: In this new FOX reality series, The Fixer, successful business investor and entrepreneur Marcus Lemonis puts his money to work and uses his signature 3 P’s philosophy—People, Process, and Product—to empower businesses to thrive. &#xA;&#xA;#TheFixer #MarcusLemonis #Perspirology #shorts &#xA;&#xA;Co-Founder or Just the Laundry Guy? | The Fixer #TheFixer #MarcusLemonis #Perspirology &#xA;&#xA; https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b2398c790b11b09bd1926c_1759907744747.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:15:50.74Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/hope-you-finished-your-training-next-stop-get</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68ad9bbb4e5f26fe0dd7d018_1759907731270.png</video:thumbnail_loc><video:title>Sony Pictures</video:title><video:description>Hope you finished your training. Next stop: get your tickets to see Karate Kid: Legends in movie theatres May 30!&#xA;&#xA;Learn more: https://www.karatekid.movie&#xA; &#xA;Subscribe to Sony Pictures for exclusive content: https://www.youtube.com/@sonypictures&#xA;&#xA;Follow Us On Social:&#xA;https://www.facebook.com/TheKarateKid/&#xA;https://twitter.com/karatekidmovie&#xA;https://www.instagram.com/karatekidmovie/&#xA;https://www.tiktok.com/@karatekidmovie&#xA;&#xA;Karate Kid: Legends unites the iconic martial arts masters of one of the most beloved film franchises of all time to tell a completely new story full of action and heart. When kung fu prodigy Li Fong (Ben Wang) relocates to New York City with his mother to attend a prestigious new school, he finds solace in a new friendship with a classmate and her father. But his newfound peace is short-lived after he attracts unwanted attention from a formidable local karate champion. Driven by a desire to defend himself, Li embarks on a journey to enter the ultimate karate competition. Guided by the wisdom of his kung fu teacher, Mr. Han (Jackie Chan), and the legendary Karate Kid, Daniel LaRusso (Ralph Macchio), Li merges their unique styles to prepare for an epic martial arts showdown. &#xA;&#xA;Directed by: Jonathan Entwistle   &#xA; &#xA;Written by: Rob Lieber    &#xA;&#xA;Produced by: Karen Rosenfelt&#xA;          &#xA;Executive Producers:&#xA;Jenny Hinkey&#xA;Ralph Macchio&#xA;&#xA;Cast:&#xA;Jackie Chan and Ralph Macchio&#xA;Ben Wang&#xA;Joshua Jackson&#xA;Sadie Stanley&#xA;Ming-Na Wen&#xA;&#xA;This film is not yet rated by The Motion Picture Association. For future rating information, please visit https://www.filmratings.com. Credits not final&#xA;&#xA;#KarateKid #KarateKidLegends #KarateKidMovie #BenWang</video:description><video:content_loc>https://media.begenuin.com/temp_video/68ad9bbb4e5f26fe0dd7d018_1759907731270.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:15:43.804Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-movie-thats-fun-as-hell-to-see-with-an-audience</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68ad9b96ffadd4a595a5e1e6_1759907725521.png</video:thumbnail_loc><video:title>Sony Pictures</video:title><video:description>a movie that’s fun as hell to see with an audience &#xA;&#xA;#UntilDawnMovie is now playing exclusively in theatres. Get tickets. &#xA;&#xA;Visit our site: https://untildawn.movie/ &#xA;&#xA;Follow Us on Social:&#xA;https://www.facebook.com/UntilDawnMovie&#xA;https://x.com/UntilDawn_Movie&#xA;https://www.instagram.com/untildawnmovie&#xA;https://www.tiktok.com/@untildawnmovie&#xA;&#xA;Subscribe to the Sony Pictures YouTube Channel for more exclusive content: http://bit.ly/SonyPicsSubscribe &#xA;&#xA;One year after her sister Melanie mysteriously disappeared, Clover and her friends head into the remote valley where she vanished in search of answers. Exploring an abandoned visitor center, they find themselves stalked by a masked killer and horrifically murdered one by one…only to wake up and find themselves back at the beginning of the same evening. Trapped in the valley, they’re forced to relive the nightmare again and again - only each time the killer threat is different, each more terrifying than the last. Hope dwindling, the group soon realizes they have a limited number of deaths left, and the only way to escape is to survive until dawn.&#xA; &#xA;Directed by:&#xA;​​David F. Sandberg​​​&#xA;​&#xA;Written by:​​​​&#xA;Blair Butler and Gary Dauberman&#xA; &#xA;Based on the PlayStation Studios video game&#xA; &#xA;Produced by: &#xA;​​​​Asad Qizilbash&#xA;Carter Swan&#xA;David F. Sandberg&#xA;Lotta Losten&#xA;Roy Lee&#xA;Gary Dauberman&#xA;Mia Maniscalco&#xA; &#xA;Executive Producers:​​​&#xA;Charles Miller&#xA;Hermen Hulst&#xA; &#xA;Cast:​&#xA;Ella Rubin&#xA;​Michael Cimino&#xA;​Odessa A’zion&#xA;​Ji-young Yoo&#xA;​Belmont Cameli&#xA;​Maia Mitchell&#xA;​and Peter Stormare&#xA; &#xA;This film is not yet rated by The Motion Picture Association. For future rating information, please visit www.filmratings.com.  Credits not final&#xA;&#xA;#SonyPictures #Sony #Movie #Trailer #MovieTrailer #UntilDawn #VideoGame #PlayStation #EllaRubin #MichaelCimino #OdessaAzion #JiyoungYoo #BelmontCameli #MaiaMitchell #PeterStormare</video:description><video:content_loc>https://media.begenuin.com/temp_video/68ad9b96ffadd4a595a5e1e6_1759907725521.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:15:30.667Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/karate-kid-legends-is-exclusively-in-movie</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68ad9b98e674b9285ebbca0e_1759907721363.png</video:thumbnail_loc><video:title>Sony Pictures</video:title><video:description>Karate Kid: Legends is exclusively in movie theatres May 30. Get tickets now! #KarateKidMovie&#xA;&#xA;Add The Karate Kid (1984), The Karate Kid Part II, and The Karate Kid Part III to your library.&#xA;&#xA;Learn more: https://www.karatekid.movie&#xA; &#xA;Subscribe to Sony Pictures for exclusive content: https://www.youtube.com/@sonypictures&#xA;&#xA;Follow Us On Social:&#xA;https://www.facebook.com/TheKarateKid/&#xA;https://twitter.com/karatekidmovie&#xA;https://www.instagram.com/karatekidmovie/&#xA;https://www.tiktok.com/@karatekidmovie&#xA;&#xA;Karate Kid: Legends unites the iconic martial arts masters of one of the most beloved film franchises of all time to tell a completely new story full of action and heart. When kung fu prodigy Li Fong (Ben Wang) relocates to New York City with his mother to attend a prestigious new school, he finds solace in a new friendship with a classmate and her father. But his newfound peace is short-lived after he attracts unwanted attention from a formidable local karate champion. Driven by a desire to defend himself, Li embarks on a journey to enter the ultimate karate competition. Guided by the wisdom of his kung fu teacher, Mr. Han (Jackie Chan), and the legendary Karate Kid, Daniel LaRusso (Ralph Macchio), Li merges their unique styles to prepare for an epic martial arts showdown. &#xA;&#xA;Directed by: Jonathan Entwistle   &#xA; &#xA;Written by: Rob Lieber    &#xA;&#xA;Produced by: Karen Rosenfelt&#xA;          &#xA;Executive Producers:&#xA;Jenny Hinkey&#xA;Ralph Macchio&#xA;&#xA;Cast:&#xA;Jackie Chan and Ralph Macchio&#xA;Ben Wang&#xA;Joshua Jackson&#xA;Sadie Stanley&#xA;Ming-Na Wen&#xA;&#xA;This film is not yet rated by The Motion Picture Association. For future rating information, please visit https://www.filmratings.com. Credits not final&#xA;&#xA;#KarateKid #KarateKidLegends #KarateKidMovie #RalphMacchio #JackieChan #BenWang #JoshuaJackson #SadieStanley #MingNaWen</video:description><video:content_loc>https://media.begenuin.com/temp_video/68ad9b98e674b9285ebbca0e_1759907721363.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:15:24.897Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/psycho-sun-witch-rising-wendigo-moon-whats-your</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68ad9b6d2d3165a368c1ecfd_1759907714258.png</video:thumbnail_loc><video:title>Sony Pictures</video:title><video:description>psycho sun. witch rising. wendigo moon.&#xA;&#xA;What’s your #UntilDawnMovie Big 3? Don’t miss the most unhinged horror movie of the year – now playing exclusively in theatres. Get tickets. https://untildawn.movie/&#xA;&#xA;Visit our site: https://untildawn.movie/ &#xA;&#xA;Follow Us on Social:&#xA;https://www.facebook.com/UntilDawnMovie&#xA;https://x.com/UntilDawn_Movie&#xA;https://www.instagram.com/untildawnmovie&#xA;https://www.tiktok.com/@untildawnmovie&#xA;&#xA;Subscribe to the Sony Pictures YouTube Channel for more exclusive content: http://bit.ly/SonyPicsSubscribe &#xA;&#xA;One year after her sister Melanie mysteriously disappeared, Clover and her friends head into the remote valley where she vanished in search of answers. Exploring an abandoned visitor center, they find themselves stalked by a masked killer and horrifically murdered one by one…only to wake up and find themselves back at the beginning of the same evening. Trapped in the valley, they’re forced to relive the nightmare again and again - only each time the killer threat is different, each more terrifying than the last. Hope dwindling, the group soon realizes they have a limited number of deaths left, and the only way to escape is to survive until dawn.&#xA; &#xA;Directed by:&#xA;​​David F. Sandberg​​​&#xA;​&#xA;Written by:​​​​&#xA;Blair Butler and Gary Dauberman&#xA; &#xA;Based on the PlayStation Studios video game&#xA; &#xA;Produced by: &#xA;​​​​Asad Qizilbash&#xA;Carter Swan&#xA;David F. Sandberg&#xA;Lotta Losten&#xA;Roy Lee&#xA;Gary Dauberman&#xA;Mia Maniscalco&#xA; &#xA;Executive Producers:​​​&#xA;Charles Miller&#xA;Hermen Hulst&#xA; &#xA;Cast:​&#xA;Ella Rubin&#xA;​Michael Cimino&#xA;​Odessa A’zion&#xA;​Ji-young Yoo&#xA;​Belmont Cameli&#xA;​Maia Mitchell&#xA;​and Peter Stormare&#xA; &#xA;This film is not yet rated by The Motion Picture Association. For future rating information, please visit www.filmratings.com.  Credits not final&#xA;&#xA;#SonyPictures #Sony #Movie #Trailer #MovieTrailer #UntilDawn #VideoGame #PlayStation #EllaRubin #MichaelCimino #OdessaAzion #JiyoungYoo #Belmont</video:description><video:content_loc>https://media.begenuin.com/temp_video/68ad9b6d2d3165a368c1ecfd_1759907714258.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:15:20.659Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-ultimate-training-song-check-out-benson</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68ad9b600eb9d4c83a8d6a0d_1759907709770.png</video:thumbnail_loc><video:title>Sony Pictures</video:title><video:description>The ultimate training song. Check out Benson Boone&#39;s &#34;Mystical Magical” in Karate Kid: Legends - exclusively in movie theatres May 30. Get tickets! #KarateKidMovie&#xA;&#xA;Learn more: https://www.karatekid.movie&#xA; &#xA;Subscribe to Sony Pictures for exclusive content: https://www.youtube.com/@sonypictures&#xA;&#xA;Follow Us On Social:&#xA;https://www.facebook.com/TheKarateKid/&#xA;https://twitter.com/karatekidmovie&#xA;https://www.instagram.com/karatekidmovie/&#xA;https://www.tiktok.com/@karatekidmovie&#xA;&#xA;Karate Kid: Legends unites the iconic martial arts masters of one of the most beloved film franchises of all time to tell a completely new story full of action and heart. When kung fu prodigy Li Fong (Ben Wang) relocates to New York City with his mother to attend a prestigious new school, he finds solace in a new friendship with a classmate and her father. But his newfound peace is short-lived after he attracts unwanted attention from a formidable local karate champion. Driven by a desire to defend himself, Li embarks on a journey to enter the ultimate karate competition. Guided by the wisdom of his kung fu teacher, Mr. Han (Jackie Chan), and the legendary Karate Kid, Daniel LaRusso (Ralph Macchio), Li merges their unique styles to prepare for an epic martial arts showdown. &#xA;&#xA;Directed by: Jonathan Entwistle   &#xA; &#xA;Written by: Rob Lieber    &#xA;&#xA;Produced by: Karen Rosenfelt&#xA;          &#xA;Executive Producers:&#xA;Jenny Hinkey&#xA;Ralph Macchio&#xA;&#xA;Cast:&#xA;Jackie Chan and Ralph Macchio&#xA;Ben Wang&#xA;Joshua Jackson&#xA;Sadie Stanley&#xA;Ming-Na Wen&#xA;&#xA;This film is not yet rated by The Motion Picture Association. For future rating information, please visit https://www.filmratings.com. Credits not final&#xA;&#xA;#KarateKid #KarateKidLegends #KarateKidMovie #JackieChan</video:description><video:content_loc>https://media.begenuin.com/temp_video/68ad9b600eb9d4c83a8d6a0d_1759907709770.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:15:13.599Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/bts-with-jackie-chan-ben-wang-and-ralph-macchio</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68ad9b4f7863ac1224c70307_1759907705617.png</video:thumbnail_loc><video:title>Sony Pictures</video:title><video:description>#BTS with Jackie Chan, Ben Wang, and Ralph Macchio on the set of Karate Kid: Legends. Exclusively in movie theatres May 30. #KarateKidMovie&#xA;&#xA;Learn more: https://www.karatekid.movie&#xA; &#xA;Subscribe to Sony Pictures for exclusive content: https://www.youtube.com/@sonypictures&#xA;&#xA;Follow Us On Social:&#xA;https://www.facebook.com/TheKarateKid/&#xA;https://twitter.com/karatekidmovie&#xA;https://www.instagram.com/karatekidmovie/&#xA;https://www.tiktok.com/@karatekidmovie&#xA;&#xA;Karate Kid: Legends unites the iconic martial arts masters of one of the most beloved film franchises of all time to tell a completely new story full of action and heart. When kung fu prodigy Li Fong (Ben Wang) relocates to New York City with his mother to attend a prestigious new school, he finds solace in a new friendship with a classmate and her father. But his newfound peace is short-lived after he attracts unwanted attention from a formidable local karate champion. Driven by a desire to defend himself, Li embarks on a journey to enter the ultimate karate competition. Guided by the wisdom of his kung fu teacher, Mr. Han (Jackie Chan), and the legendary Karate Kid, Daniel LaRusso (Ralph Macchio), Li merges their unique styles to prepare for an epic martial arts showdown. &#xA;&#xA;Directed by: Jonathan Entwistle   &#xA; &#xA;Written by: Rob Lieber    &#xA;&#xA;Produced by: Karen Rosenfelt&#xA;          &#xA;Executive Producers:&#xA;Jenny Hinkey&#xA;Ralph Macchio&#xA;&#xA;Cast:&#xA;Jackie Chan and Ralph Macchio&#xA;Ben Wang&#xA;Joshua Jackson&#xA;Sadie Stanley&#xA;Ming-Na Wen&#xA;&#xA;This film is not yet rated by The Motion Picture Association. For future rating information, please visit https://www.filmratings.com. Credits not final&#xA;&#xA;#KarateKid #KarateKidLegends #KarateKidMovie #JackieChan</video:description><video:content_loc>https://media.begenuin.com/temp_video/68ad9b4f7863ac1224c70307_1759907705617.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:15:09.235Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/danny-boyle-and-alex-garland-reunite-for-28</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68ad9b2449fad8d09df130f5_1759907700402.png</video:thumbnail_loc><video:title>Sony Pictures</video:title><video:description>Danny Boyle and Alex Garland reunite for #28YearsLater - exclusively in movie theatres 6.20.&#xA;&#xA;Follow Us on Social:&#xA;https://twitter.com/28yearslatermov&#xA;https://www.facebook.com/28yearslaterofficial&#xA;https://www.instagram.com/28yearslatermovie&#xA;https://www.tiktok.com/@28yearslatermovie &#xA;&#xA;28 DAYS LATER is now available to buy or rent on Digital: https://bit.ly/28DaysLaterOnDigital&#xA;&#xA;Subscribe for more exclusive content: https://www.youtube.com/@sonypictures&#xA;&#xA;Academy Award®-winning director Danny Boyle and Academy Award®-nominated writer Alex Garland reunite for 28 Years Later, a terrifying new story set in the world created by 28 Days Later. It’s been almost three decades since the rage virus escaped a biological weapons laboratory, and now, still in a ruthlessly enforced quarantine, some have found ways to exist amidst the infected. One such group of survivors lives on a small island connected to the mainland by a single, heavily-defended causeway. When one of the group leaves the island on a mission into the dark heart of the mainland, he discovers secrets, wonders, and horrors that have mutated not only the infected but other survivors as well.&#xA; &#xA;Directed by:​​&#xA;Danny Boyle​​​&#xA;​&#xA;Written by:​​​​&#xA;Alex Garland​​​&#xA; &#xA;Produced by: ​​​​&#xA;Andrew Macdonald&#xA;​​​​​Peter Rice&#xA;​​​​​Bernard Bellew&#xA;Danny Boyle&#xA;Alex Garland&#xA; &#xA;Executive Producer:​​​&#xA;Cillian Murphy&#xA; &#xA;Cast:​&#xA;Jodie Comer&#xA;​Aaron Taylor-Johnson&#xA;​Jack O&#39;Connell&#xA;​Alfie Williams&#xA;​and Ralph Fiennes&#xA; &#xA;This film is not yet rated by The Motion Picture Association. For future rating information, please visit www.filmratings.com.&#xA; &#xA;Credits not final&#xA;&#xA;#SonyPictures #28YearsLater #28DaysLater #28MonthsLater #DannyBoyle​​​ #AlexGarland​​​ #JodieComer #​AaronTaylorJohnson #JackOConnell&#xA;#​AlfieWilliams #RalphFiennes</video:description><video:content_loc>https://media.begenuin.com/temp_video/68ad9b2449fad8d09df130f5_1759907700402.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:15:05.053Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ubtechs-walker-s-2-just-changed-the-game-its-the</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b029c4cedd10f78e044973_1759907654810.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>🤖 UBTECH&#39;s Walker S2 just changed the game&#xA;&#xA;It’s the first humanoid robot that swaps its battery, no human, no downtime.&#xA;&#xA;When power runs low, it:&#xA;🔋 Locates a fresh unit&#xA;⚙️ Replaces the battery&#xA;🏭 Keeps working non-stop&#xA;&#xA;Already in factory trials, it runs 24/7, fixes itself, and could eliminate one of the last automation bottlenecks.&#xA;&#xA;Are we ready for robots that don’t need us at all? 🤔💬&#xA;&#xA;Follow for more @getintoai &#xA;&#xA;#robots #ai #ainews #aitools #humanoid</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b029c4cedd10f78e044973_1759907654810.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:14:39.429Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/researchers-at-epfl-have-created-a-drone-with</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b0258b0d03b23b251d5d4c_1759907651683.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Researchers at EPFL have created a drone with bird-like legs that can walk, hop, perch, and leap into flight, giving it access to places traditional UAVs can’t reach.&#xA;&#xA;Called RAVEN (Robotic Avian-inspired Vehicle for multiple ENvironments), it takes inspiration from ravens and crows that seamlessly switch between land and air. With its adaptable legs, the drone can perch, launch, and take off independently in environments that were once impossible for winged drones to navigate.&#xA;&#xA;Would you trust a bird-like drone flying around your city? 🐦🤖&#xA;&#xA;Follow for more @getintoai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b0258b0d03b23b251d5d4c_1759907651683.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T07:14:15.85Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/discover-how-the-younger-generations-concerns-for</loc><lastmod>2025-11-05</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68403e8ba73b6e0494f91f92_1759907645954.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Discover how the younger generation&#39;s concerns for the planet are driving innovation at Microsoft! This insightful video highlights the importance of sustainable practices and the positive impact technology can have on society. Join the movement towards a brighter, eco-friendly future!</video:description><video:content_loc>https://media.begenuin.com/temp_video/68403e8ba73b6e0494f91f92_1759907645954.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-11-05T12:51:43.333246Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b238ef3285a1efdcd2643d_1759905240166.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: http://aan.sonypictures.com/SharkTankUSHulu&#xA;Watch Shark Tank Australia Now: http://aan.sonypictures.com/SharkTankAustralia&#xA;Watch Dragons’ Den UK Now: http://aan.sonypictures.com/DragonsDen&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Some of the links above are affiliate links; we may earn a small commission if you click through and make a purchase.&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;diaper duty got an upgrade 👏 #sharktank #tvshow #smallbusiness #parentsday #parenting &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b238ef3285a1efdcd2643d_1759905240166.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T06:34:06.767Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-ultimate-shark-tank-experience-see-you-in-las</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b22d765fdd14ae907264d7_1759905235044.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>The Ultimate Shark Tank Experience. See you in Las Vegas! 🦈 Book your tickets now at sharktanksummit.com! #cloversharktanksummit&#xA;&#xA;Watch Shark Tank US Now: http://aan.sonypictures.com/SharkTankUSHulu&#xA;Watch Shark Tank Australia Now: http://aan.sonypictures.com/SharkTankAustralia&#xA;Watch Dragons’ Den UK Now: http://aan.sonypictures.com/DragonsDen&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Some of the links above are affiliate links; we may earn a small commission if you click through and make a purchase.&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS &#xA;&#xA;The Ultimate Shark Tank Experience. See you in Las Vegas! 🦈 Book your tickets now at sharktanksummit.com! #cloversharktanksummit&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b22d765fdd14ae907264d7_1759905235044.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T06:33:59.753Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/blown-away-by-this-liquid-death-ad-fully-created</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b0343eb4c46ff8f267c8a2_1759905231779.png</video:thumbnail_loc><video:title>evolving.ai</video:title><video:description>Blown away by this Liquid Death ad, fully created with Veo 3 by fans as a spec ad.&#xA;&#xA;The video feels like a mini-movie.&#xA;&#xA;The whole story was made with AI, showing how far these tools have come. It’s not just random shots but a full narrative with consistent characters and cinematic quality.&#xA;&#xA;This ad works on three levels. It promotes Liquid Death’s edgy style, shows what Veo 3 can do, and pushes the conversation on AI creativity forward.&#xA;&#xA;All made with AI. Arrestingly refreshing you can say.&#xA;&#xA;🎥: &#xA;@too_short_for_modeling &#xA;@tal.rosenthal.9&#xA;@amirariely&#xA;&#xA;What are your thoughts on this? 🤔💬&#xA;—&#xA;&#xA;➡️ That&#39;s it! If you want to keep up with all the AI news, useful tips, and important developments, join 50k+ subscribers reading our free newsletter</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b0343eb4c46ff8f267c8a2_1759905231779.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T06:33:54.546Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/1010-would-definitely-watch-this-movie-grimyacht</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b03417916f61ac614a3209_1759905227443.png</video:thumbnail_loc><video:title>evolving.ai</video:title><video:description>10/10 would definitely watch this movie&#xA;&#xA;@grimyacht made this AI-generated trailer, and the wildest part is it cost less than $100 to make. About $35 went to Midjourney credits, and $65 to animate the images with Kling AI.&#xA;&#xA;This was his workflow:&#xA;&#xA;1. He created all the images in Midjourney, using very detailed prompts, even mentioning camera types to keep shots consistent.&#xA;2. Then he animated everything with Kling’s image-to-video tool.&#xA;3. For the voiceover, he used ElevenLabs to generate the narration and added slight effects like reverb in post.&#xA;4. Finally, he edited it all together in DaVinci Resolve (free).&#xA;&#xA;Solo creators, small studios, or anyone with a story can now bring their ideas to life with AI.&#xA;&#xA;We’re about to see an explosion of AI-generated films.&#xA;&#xA;What are your thoughts on this? 🤔💬&#xA;&#xA;(🎥: @grimyacht)&#xA;—&#xA;&#xA;➡️ That&#39;s it! If you want to keep up with all the AI news, useful tips, and important developments, join 50k+ subscribers reading our free newsletter</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b03417916f61ac614a3209_1759905227443.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T06:33:51.346Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/creator-darri-3-d-is-back-with-another</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b02ed2548085a76434dbbe_1759905222241.png</video:thumbnail_loc><video:title>evolving.ai</video:title><video:description>Creator @darri3d is back with another masterpiece. This time he invented a fake extreme sport called Carboarding. Think skateboarding but on top of moving cars, with ramps, explosions, fake news reports, and even a game trailer.&#xA;&#xA;The whole thing was pieced together using AI tools like Seedance, Runway, Krea, Photoshop, Premiere, Veo 3, Suno, and ElevenLabs for some SFX.&#xA;&#xA;We are now at the point where a single creator can stitch together an entire mini-movie like this, mixing comedy, chaos, and cinematic polish.&#xA;&#xA;What are your thoughts on this? 🤔💬&#xA;—&#xA;&#xA;➡️ That&#39;s it! If you want to keep up with all the AI news, useful tips, and important developments, join 75k+ subscribers reading our free newsletter</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b02ed2548085a76434dbbe_1759905222241.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T06:33:47.441Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-irony-hits-hard-that-its-now-possible-for-an</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b02dc84c610974d7fad951_1759905218419.png</video:thumbnail_loc><video:title>evolving.ai</video:title><video:description>The irony hits hard that it&#39;s now possible for an AI-generated video to make people feel nostalgic for the 80s, even if they never lived through it. &#xA;&#xA;It shows how convincing and thought-provoking AI video has become, able to stir real longing for a past that only exists on screen.&#xA;&#xA;🎥: @maximalnostalgia</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b02dc84c610974d7fad951_1759905218419.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T06:33:41.833Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-right-here-is-the-future-of-advertising-made</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b02cd70e9eca5eda944146_1759905214865.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This right here is the future of advertising. ⚡️&#xA;&#xA;Made 100% with AI, Veo 3 did the heavy lifting:&#xA;🔥 Scene transitions&#xA;📦 Product shots&#xA;💥 Cinematic vibes&#xA;&#xA;And the kicker? It was done outside a traditional studio. Just creators, laptops, and vision.&#xA;&#xA;AI is flipping the script, your bedroom is now a production house, and creativity has no gatekeepers.&#xA;&#xA;Are you still doubting? Or are you next?&#xA;&#xA;🎥: @too_short_for_modeling @amirariely @bouni_vfx&#xA;&#xA;#veo3 #aivideo #specad #aicommercial #creatoreconomy #futureofads #indiefilm #contentcreator #aistudio #nextgencreators #buildwithai</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b02cd70e9eca5eda944146_1759905214865.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T06:33:38.428Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/robot-dance-fail-goes-viral-in-shanghai-at-the</loc><lastmod>2025-10-08</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68b028a321e94adc223e372f_1759905211280.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>🤖💃 Robot Dance Fail Goes Viral in Shanghai&#xA;&#xA;At the 2025 International Low-Altitude Economy Expo, a humanoid robot, believed to be the Unitree H1, stole the spotlight for all the wrong reasons.&#xA;&#xA;While performing a synchronized Charleston routine with a human dressed in traditional Chinese opera attire, the robot suddenly lost balance, collapsed, and began flailing wildly on stage.&#xA;&#xA;The moment, caught on camera and shared by JustinBoldaji on X, quickly went viral, turning an elegant cultural display into unexpected robotic chaos.&#xA;&#xA;Even in a world of high-tech precision, the dance floor remains unpredictable.&#xA;&#xA;What do you think: harmless glitch or sign of deeper challenges in humanoid robotics? 💭👇&#xA;&#xA;Follow for more @getintoai &#xA;&#xA;#ai #robot #humanoid #ainews</video:description><video:content_loc>https://media.begenuin.com/temp_video/68b028a321e94adc223e372f_1759905211280.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-08T06:33:34.939Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/dive-into-the-art-of-content-creation-discover</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/686e6a803cb04d15afcb8f20_1754391899571.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Dive into the art of content creation! Discover how careful preparation, multiple takes, and self-reflection not only improve your teaching but also deepen your understanding of the subject. Join us for an enlightening discussion on transforming struggles into intuition and knowledge.</video:description><video:content_loc>https://media.begenuin.com/temp_video/686e6a803cb04d15afcb8f20_1754391899571.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.534Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/does-kevin-oleary-remind-you-of-a-villain-or-a</loc><lastmod>2025-06-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b5f5e7ef61baaebf4f04_1751280478647.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Does Kevin O&#39;Leary remind you of a villain or a superhero? 🦸‍♀️&#xA;&#xA;From Season 8 Episode 15&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsdencanada #kevinoleary &#xA;&#xA;Well That&#39;s One Way To Describe Kevin O&#39;Leary 😂  | Dragons&#39; Den Canada | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b5f5e7ef61baaebf4f04_1751280478647.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-30T10:48:09.146Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/phil-jacobson-and-garrett-gottlieb-from-pump-up</loc><lastmod>2025-06-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b5e1e7ef61baaebf4f03_1751280478647.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Phil Jacobson and Garrett Gottlieb from Pump Up came into The Den not only to whip a Dragon into shape but also to show their fitness app in the hopes of gaining a $100,000 investment for 10% of their fitness business.&#xA;&#xA;From Season 8 Episode 6&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsdencanada  #brucecroxon&#xA;&#xA;Bodybuilding Entrepreneur Makes Bruce Croxon Do Pushups | Dragons&#39; Den Canada &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b5e1e7ef61baaebf4f03_1751280478647.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-30T10:48:09.064Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/from-intern-to-impact-ciara-donaldson-began-her-t3g3</loc><lastmod>2025-06-06</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/cc2e772a-b2c3-4a82-8a6e-88ae40fe1c04_1747253422839.png</video:thumbnail_loc><video:title>Suhanee</video:title><video:description>From Intern, to Impact 💼 &#xA;&#xA;Ciara Donaldson began her ETS journey as an AP intern. Today, she’s making her mark as part of our Central Reporting Operations team in Scoring Services. &#xA;&#xA;A proud @stocktonuniversity graduate with a degree in Political Science, Ciara’s path reflects the power of internships to shape meaningful careers. Her story is more than a success – it&#39;s an inspiration. &#xA;&#xA;Hear directly from Ciara as she shares words of encouragement and advice for the next generation of ETS interns joining us this summer. &#xA;&#xA;#ETS #ETSCareers #LifeAtETS #ETSInternship #CareerJourney</video:description><video:content_loc>https://media.begenuin.com/temp_video/cc2e772a-b2c3-4a82-8a6e-88ae40fe1c04_1747253422839.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-06T06:13:46.040522Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-dxyv</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ae7ee7ef61baaebf4eb6_1748951836538.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;Dragons Get Splattered With Neon Paint!   Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ae7ee7ef61baaebf4eb6_1748951836538.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:57:26.24Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/rob-bartnik-braves-the-den-with-his</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ae11e7ef61baaebf4eb2_1748951836537.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Rob Bartnik braves The Den with his interchangeable, multipurpose tool. He&#39;s seeking an investment of $150,000 in exchange for 25% of the GO Tool. The Dragons found his source for storage hilarious. &#xA;&#xA;Season 9, Episode 4.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #dragonsdencanada&#xA;&#xA;Dragons In Hysterics Over Quirky Entrepreneur | Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ae11e7ef61baaebf4eb2_1748951836537.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:57:24.795Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/alex-tremblay-was-seeking-a-100000-investment-for</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ae63e7ef61baaebf4eb5_1748951836538.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Alex Tremblay was seeking a $100,000 investment for 10% of his futuristic bathroom invention company, called Mesin Innovations. &#xA;&#xA;Season 14, Episode 9.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #dragonsdencanada &#xA;&#xA; Most Unusual Toilet Product Ever Pitched? | Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ae63e7ef61baaebf4eb5_1748951836538.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:57:24.097Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/jordan-stern-is-seeking-100000-for-5-of-his-flask</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ae3ee7ef61baaebf4eb4_1748951836538.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Jordan Stern is seeking $100,000 for 5% of his flask for ice cream, Ice Cream Canteen.&#xA;&#xA;From Season 14 Episode 15&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #icecreamcanteen&#xA;&#xA;Poor Daniel, can&#39;t catch a break with Ice Cream Canteen | Shark Tank US | Shark Tank Global &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ae3ee7ef61baaebf4eb4_1748951836538.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:57:24.097Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-0g3n</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5aea4e7ef61baaebf4eb7_1748951836538.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5aea4e7ef61baaebf4eb7_1748951836538.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:57:22.801Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/an-international-sensation-shark-tank-aus-ongx</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ae25e7ef61baaebf4eb3_1748951836537.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>An international sensation, Shark Tank AUS features entrepreneurs pitching for investment in the Tank from our Sharks, five venture capitalists willing to invest their own money in exchange for equity.&#xA;https://bit.ly/SharkTankAustralia 7.30pm Tuesdays on @Channel10AU&#xA;&#xA;As Seen On Shark Tank Australia Products: https://amzn.to/2ZJBbyf&#xA;&#xA;Shark Tank US Products Collection: https://amzn.to/3bMNjmI&#xA;&#xA; @Channel10AU&#xA; @DavieFogarty   founder of the Oodie and e-commerce expert.&#xA; @SabriSubyOfficial   the founder of King Kong Digital Marketing Agency&#xA; @thelazyceo   @ShowpoChannel   the founder of online fashion boutique&#xA; @catrionawallace5409   AI expert and founder of the Responsible Metaverse Alliance&#xA; @robertherjavec7160   who has already invested $20million across 14 seasons.&#xA;&#xA;YouTube https://bit.ly/SharkTankAustralia&#xA;Socials - https://bit.ly/SharkTankAus&#xA;&#xA;#SharkTank #sharktankaustralia #channel10au&#xA;#sharktank #sharktankaustralia #newseason</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ae25e7ef61baaebf4eb3_1748951836537.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:57:21.406Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/gunnar-fagerstrom-pitched-his-robotics-business</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5af85e7ef61baaebf4ebf_1748951668011.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Gunnar Fagerstrom pitched his robotics business, Centauri-Odyssey to The Dragons. He was seeking a $20,000 investment for 10% of his company. It was all going well until he revealed his sales figures to The Dragons.&#xA;&#xA;From Season 14 Episode 9&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden  #dragonsdencanada &#xA;&#xA;Canadian Robot Wars? 🤖 | Dragons&#39; Den Canada &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5af85e7ef61baaebf4ebf_1748951668011.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:41.196Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/rasmus-and-adele-anderson-from-exertainment-were</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5af6de7ef61baaebf4ebe_1748951668011.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Rasmus and Adele Anderson from Exertainment were next into The Den pitching their fitness app to The Dragons, however, Deborah Meaden was in for a bit of a fright with the audio... Season 18, Episode 11&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5af6de7ef61baaebf4ebe_1748951668011.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:40.42Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-gmp9</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5aebee7ef61baaebf4eb8_1748951668010.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5aebee7ef61baaebf4eb8_1748951668010.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:38.995Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/jeremy-kaitlyn-carlson-are-seeking-200-k-for-10</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5aedde7ef61baaebf4eb9_1748951668010.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Jeremy &amp; Kaitlyn Carlson are seeking $200k for 10% of their business Crispy Cones, selling special doughy cones served with ice cream&#xA;&#xA;From Season 14 Episode 21&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #CRISPYCONES&#xA;&#xA;the sharks try this delicious crispy cones 🍦 #crispycones #sharktank #sharktankglaobal&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5aedde7ef61baaebf4eb9_1748951668010.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:38.517Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-dxw6</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5af55e7ef61baaebf4ebd_1748951668011.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;Dragons Definitely Misinterpreted This Product 💣   Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5af55e7ef61baaebf4ebd_1748951668011.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:38.508Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/goodbye-to-boring-skin-care-and-hello-to-boring</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5aefae7ef61baaebf4eba_1748951668010.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Goodbye to boring skin care and hello to &#39;Boring Without You&#39;! &#xA;&#xA;@Channel10AU  &#xA; @DavieFogarty - Founder of the Oodie and e-commerce expert. &#xA; @SabriSubyOfficial -  Founder of King Kong Digital Marketing Agency&#xA; @thelazyceo - Founder of online fashion boutique, @ShowpoChannel &#xA; @catrionawallace5409 -  AI expert and founder of the Responsible Metaverse Alliance&#xA; @robertherjavec7160 - Has already invested $20million across 14 seasons.&#xA;&#xA;YouTube https://bit.ly/SharkTankAustralia&#xA;Socials - https://bit.ly/SharkTankAus  &#xA;&#xA;#SharkTank #sharktankaustralia  #boringwithoutyou</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5aefae7ef61baaebf4eba_1748951668010.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:36.809Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/heavymetal-has-entered-the-chat-with-dragons-den</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5af3be7ef61baaebf4ebc_1748951668010.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Heavymetal has entered the chat with Dragons Den Cloven Hoof  #peterjones &#xA;&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden  #clovenhoof&#xA;&#xA;#heavymetal has entered the chat 🤘 #dragonsden #peterjones #clovenhoof&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5af3be7ef61baaebf4ebc_1748951668010.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:35.011Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-h1hk</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5af20e7ef61baaebf4ebb_1748951668010.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;The Pitch Powered By Caffeine In More Ways Than One 😆   Dragons&#39; Den #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5af20e7ef61baaebf4ebb_1748951668010.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:34.401Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/damien-and-harris-are-seeking-50000-for-10-equity</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b020e7ef61baaebf4ec7_1748951647575.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Damien and Harris are seeking £50,000 for 10% equity in their company &#39;Bobhead&#39;. A fashion brand that focuses on the new-age biker community&#xA;&#xA;Season 20, Episode 9.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden #bobhead&#xA;&#xA;Peter Jones becomes an internet meme  😎 #dragonsden #peterjohns #motorcycle&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b020e7ef61baaebf4ec7_1748951647575.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:21.628Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/victor-posa-is-pitching-his-company-rollergard</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5afc4e7ef61baaebf4ec2_1748951647575.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Victor Posa is pitching his company, Rollergard which turns ice skates into rollerskates by applying a guard on the bottom of the ice skates that have wheels. He&#39;s seeking an investment of $200,000 for a 20% interest in his business. Jim Treliving&#39;s son Brad is a former ice hockey player and current General Manager of The Calgary Flames of the National Hockey League. After Jim calls Brad for his opinion, will he invest or not? &#xA;&#xA;Season 8, Episode 10.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #DRAGONSDENCANADA&#xA;&#xA;The Moment Jim Treliving Calls His Son For Opinion On Investment | Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5afc4e7ef61baaebf4ec2_1748951647575.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:18.303Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/channel-10-au-daviefogarty-founder-of-the-oodie-jx0j</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b01be7ef61baaebf4ec6_1748951647575.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>@Channel10AU  &#xA; @DavieFogarty - Founder of the Oodie and e-commerce expert. &#xA; @SabriSubyOfficial -  Founder of King Kong Digital Marketing Agency&#xA; @thelazyceo - Founder of online fashion boutique, @ShowpoChannel &#xA; @catrionawallace5409 -  AI expert and founder of the Responsible Metaverse Alliance&#xA; @robertherjavec7160 - Has already invested $20million across 14 seasons.&#xA;&#xA;YouTube https://bit.ly/SharkTankAustralia&#xA;Socials - https://bit.ly/SharkTankAus  &#xA;&#xA;#SharkTank #sharktankaustralia  #Stryda</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b01be7ef61baaebf4ec6_1748951647575.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:18.108Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/two-sisters-pitch-their-hip-tray-to-the-dragons</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5afaae7ef61baaebf4ec1_1748951647575.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Two sisters pitch their Hip Tray to The Dragons which they say is a more hygienic way of serving and collecting plates in restaurants. They&#39;re seeking a $35,000 investment for 35% of their company. Michael Wekerele decided to give them a demo from his former waiter days and let&#39;s just say he smashed it...&#xA;&#xA;Season 11, Episode 6.&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5afaae7ef61baaebf4ec1_1748951647575.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:18.025Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-couple-with-a-color-coded-system-that-teaches</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5af98e7ef61baaebf4ec0_1748951647575.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>A couple with a color-coded system that teaches people how to trade on the stock market was the offering in The Den from EZ Color Trading. They were seeking a $50,000 investment for 50% of their company, but The Dragons were in hysterics listening to the pitch...&#xA;&#xA;From Season 8 Episode 3&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden&#xA;&#xA;Laughter In The Den Spoils A Deal 😬 | Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5af98e7ef61baaebf4ec0_1748951647575.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:18.017Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-olry</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5aff3e7ef61baaebf4ec4_1748951647575.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5aff3e7ef61baaebf4ec4_1748951647575.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:18.102Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/an-online-marketplace-proposition-that-can-be</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b00be7ef61baaebf4ec5_1748951647575.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>An online marketplace proposition that can be easily copied was not desirable for The Dragons to invest their money into.&#xA;&#xA;From Season 11, Episode 7&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden  #eCommerce&#xA;&#xA;There&#39;s No Barrier To Entry For This eCommerce Idea | Dragons&#39; Den | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b00be7ef61baaebf4ec5_1748951647575.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:18.102Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/harry-turpin-introduced-the-dragons-to-his</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5afdce7ef61baaebf4ec3_1748951647575.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Harry Turpin introduced The Dragons to his protein bar company, The Savourits. However, Peter Jones was more interested in his family history.&#xA;&#xA;Season 19, Episode 11.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden &#xA;&#xA;Peter Jones Was More Interested In This Entrepreneur&#39;s Family History | Dragons&#39; Den &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5afdce7ef61baaebf4ec3_1748951647575.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:17.398Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/chris-and-forest-are-seeking-45000-for-12-of</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b0cfe7ef61baaebf4ecf_1748951631243.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Chris and Forest are seeking 45,000 for 12% of their product Fixits. Season 20, Episode 10.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden &#xA;&#xA;It Takes Skill To Use This Product🥸 #dragonsden #skills #stevenbartlett&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b0cfe7ef61baaebf4ecf_1748951631243.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:04.923Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/tony-aaron-gonzales-are-seeking-500000-for-10-of</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b0afe7ef61baaebf4ece_1748951631243.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Tony &amp; Aaron Gonzales are seeking $500,000 for 10% of their business selling spray/ paint used to repel pests and rodents, Slick Barrier.&#xA;&#xA;From Season 14 Episode 13&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #SlickBarrier&#xA;&#xA;Pests Come Out To Play With The Sharks Featuring Slick Barrier  | Shark Tank US | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b0afe7ef61baaebf4ece_1748951631243.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:04.195Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/shield-your-eyes-deborah-season-4-episode-2-watch</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b081e7ef61baaebf4ecc_1748951631243.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Shield your eyes, Deborah! 🫣 &#xA;&#xA;Season 4, Episode 2.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden #tomjoneswrestler&#xA;&#xA;&#34;International Superstar&#34; Has a unique approach with the Dragons 😳 🤼‍♀️ | Dragons&#39; Den&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b081e7ef61baaebf4ecc_1748951631243.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:03.897Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/paul-bichler-was-hoping-a-dragon-would-brush-up</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b096e7ef61baaebf4ecd_1748951631243.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Paul Bichler was hoping A Dragon would brush up an investment for his chewable toothbrush. The Fuzzy Brush Canadian rights holder was seeking a $100,000 investment for 17% of the product.&#xA;&#xA;From Season 14 Episode 9&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsdencanada #FUZZYBRUSH&#xA;&#xA;&#34;It&#39;s Like Chewing On A Caterpillar&#34; | Dragons&#39; Den Canada | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b096e7ef61baaebf4ecd_1748951631243.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:02.218Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/these-entrepreneurs-want-to-take-tourists-around</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b045e7ef61baaebf4ec9_1748951631243.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>These entrepreneurs want to take tourists around London to the personal addresses of celebrities 😬&#xA;&#xA;Season 7, Episode 3.&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b045e7ef61baaebf4ec9_1748951631243.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:02.209Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-93kz</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b072e7ef61baaebf4ecb_1748951631243.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;Peter Jones Believes Size Matters With Underwear   Dragons&#39; Den #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b072e7ef61baaebf4ecb_1748951631243.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:01.907Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-umdo</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b030e7ef61baaebf4ec8_1748951631243.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS &#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b030e7ef61baaebf4ec8_1748951631243.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:02.1Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-ju3g</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b05ce7ef61baaebf4eca_1748951631243.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b05ce7ef61baaebf4eca_1748951631243.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:54:01.301Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/channel-10-au-daviefogarty-founder-of-the-oodie</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b16de7ef61baaebf4ed6_1748951605962.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>@Channel10AU  &#xA; @DavieFogarty - Founder of the Oodie and e-commerce expert. &#xA; @SabriSubyOfficial -  Founder of King Kong Digital Marketing Agency&#xA; @thelazyceo - Founder of online fashion boutique, @ShowpoChannel &#xA; @catrionawallace5409 -  AI expert and founder of the Responsible Metaverse Alliance&#xA; @robertherjavec7160 - Has already invested $20million across 14 seasons.&#xA;&#xA;YouTube https://bit.ly/SharkTankAustralia&#xA;Socials - https://bit.ly/SharkTankAus</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b16de7ef61baaebf4ed6_1748951605962.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:53:39.124Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/nat-lea-and-kat-warburton-pitched-their-socially</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b18be7ef61baaebf4ed7_1748951605962.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Nat Lea and Kat Warburton pitched their socially distanced 90-minute disco to The Dragons, but Peter Jones just couldn&#39;t figure out what Puffin Box was initially all about.&#xA;&#xA;From Season 18 Episode 4&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden  #peterjones &#xA;&#xA;Peter Jones Doesn&#39;t Understand What&#39;s Being Pitched 🤔 | Dragons&#39; Den &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b18be7ef61baaebf4ed7_1748951605962.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:53:38.6Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/samuel-taylor-is-seeking-140-k-for-15-of-his</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b15ae7ef61baaebf4ed5_1748951605959.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Samuel Taylor is seeking $140k for 15% of his company Long Table, a food company specializing in popcorn flour, and popcorn flour pancake mix.  &#xA;&#xA;Season 14 Episode 10&#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #LONGTABLE #davidschwimmer &#xA;&#xA;david swimmer enters the tank! 🧇  #sharktank #sharktankglobal #friends #davidswimmer&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b15ae7ef61baaebf4ed5_1748951605959.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:53:37.322Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-foci</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b131e7ef61baaebf4ed3_1748951605959.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b131e7ef61baaebf4ed3_1748951605959.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:53:37.411Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-lyx2</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b10ce7ef61baaebf4ed1_1748951605959.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b10ce7ef61baaebf4ed1_1748951605959.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:53:36.498Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/chase-mitchell-and-brian-bloch-are-seeking-150000-aaxg</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b0f4e7ef61baaebf4ed0_1748951605959.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Chase Mitchell And Brian Bloch are seeking $150,000 for a 15% stake of Chill Systems&#xA;&#xA;From Season 12 Episode 17&#xA;&#xA;Watch Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #ChillSystems&#xA;&#xA;Why would you do THIS? 🤔😅 #chillsysytems #kevinoleary #sharktankus&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b0f4e7ef61baaebf4ed0_1748951605959.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:53:35.5Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/peita-has-created-her-brand-the-swag-which-is-a</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b120e7ef61baaebf4ed2_1748951605959.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Peita has created her brand &#39;The Swag&#39; which is a 100% natural, machine washable, reusable, breathable, non-toxic and non-allergenic bag to protect your fresh produce. She’s is seeking $300k in exchange for 10% of her company, valuing the company at $3million. Will the Sharks accept her valuation?&#xA;&#xA;From Season 4 Episode 9&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #sharktankaustralia US #janinevsglen&#xA;&#xA;Janine VS Glen 🥊 Battle Of The Sharks  | Shark Tank AUS | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b120e7ef61baaebf4ed2_1748951605959.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:53:35.499Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/meghan-wolfgram-is-seeking-240-k-for-6-of-her</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b147e7ef61baaebf4ed4_1748951605959.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Meghan Wolfgram is seeking $240k for 6% of her business, Swift Paws, selling enrichment products for dogs.&#xA;&#xA;From Season 13 Episode 21&#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #SWIFTPAWS&#xA;&#xA;see the way Lori handled this pitch? very demure,very mindful 💅 #demure #sharktank #swiftpaws &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b147e7ef61baaebf4ed4_1748951605959.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:53:34.096Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/how-did-it-fear-when-you-did-your-first-pitch-to</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/672115fc7201ae9e14c8a01e_1748951310820.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>How  did  it    fear when  you  did  your  first  pitch  to  some  day  beyond  our  eternal  team? Oh,  it  was  so  nerve -wracking. But  it&#39;s  really  good  to  rip  off  the  band -aid  and  just  get  the  first  done. Honestly,  my  first  pitch  in  front    of potential  investors  went  horribly. It couldn&#39;t  have  gone  worse. Everything  just  fell  apart. That could  fall  apart. The  guy  who  was  typing  me,  got  up  the  timing  wrong. I  was  the  first  to  go  up  at  a  </video:description><video:content_loc>https://media.begenuin.com/temp_video/672115fc7201ae9e14c8a01e_1748951310820.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.53Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-8br1</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b210e7ef61baaebf4edd_1748951289355.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b210e7ef61baaebf4edd_1748951289355.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:48:16.258Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/adrian-potter-tried-his-luck-in-the-den-by</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b2c9e7ef61baaebf4ee5_1748951263233.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Adrian Potter tried his luck in The Den by pitching his drinks device, The Ice Bloc. It was designed to be a compostable, plant alternative to straws and to stop ice from coming up whilst taking a sip. Adrian used to work in telecoms and Peter Jones was delighted to find out he was a supplier to Adrian&#39;s business.&#xA;&#xA;From Season 18 Episode 1&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden  #peterjones&#xA;&#xA;Peter Jones Defends His Former Customer | Dragons&#39; Den | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b2c9e7ef61baaebf4ee5_1748951263233.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:56.795Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-221f</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b26ee7ef61baaebf4ee1_1748951263233.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;Theo Paphitis and Peter Jones Get Stuck In A Car   Dragons&#39; Den #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b26ee7ef61baaebf4ee1_1748951263233.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:54.805Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/manuel-gaspar-enters-the-den-looking-for</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b280e7ef61baaebf4ee2_1748951263233.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Manuel Gaspar enters The Den looking for investment in his safety rake ( Safe T Rake) He&#39;s seeking a $50,000 investment for 50% of his company.&#xA;&#xA;Season 9, Episode 1&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b280e7ef61baaebf4ee2_1748951263233.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:55.718Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/james-caan-gives-these-entrepreneurs-a-quizzing</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b29ee7ef61baaebf4ee3_1748951263233.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>James Caan gives these entrepreneurs a quizzing on how much money they&#39;ve allocated to advertise their recruitment website... &#xA;&#xA;Season 6, Episode 7.&#xA;&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden &#xA;&#xA;Entrepreneurs Underestimate Advertising Costs 😬 | Dragons&#39; Den &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b29ee7ef61baaebf4ee3_1748951263233.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:55.731Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-5f7k</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b2aee7ef61baaebf4ee4_1748951263233.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;Dating App Entrepreneurs Make Fun Of Dragons Dragons&#39; Den #shorts.mp4&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b2aee7ef61baaebf4ee4_1748951263233.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:54.198Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-9sen</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b232e7ef61baaebf4edf_1748951263233.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;Clueless Entrepreneurs Ask Peter Jones For His CV 😬   Dragons&#39; Den #short&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b232e7ef61baaebf4edf_1748951263233.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:54.002Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-dragons-burst-into-laughter-over-this-driving</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b24ae7ef61baaebf4ee0_1748951263233.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>The Dragons burst into laughter over this driving aid that reminds motorists which side of the road they&#39;re on 🚗 &#xA;&#xA;Season 4, Episode 1&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden #badidea &#xA;&#xA;&#34;That Is Such A Bad Idea&#34; 🧤| Dragons&#39; Den &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b24ae7ef61baaebf4ee0_1748951263233.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:52.72Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/former-footballer-nilesh-pandit-is-confident-that</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b223e7ef61baaebf4ede_1748951263233.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Former Footballer Nilesh Pandit is confident that his 5-a-side Football Pitch business will attract investment from the Dragons, until Deborah Meaden spots a worrying inconsistency with his numbers.&#xA;&#xA;From Season 15 Episode 1&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden  #deborahmeaden&#xA;&#xA;Deborah Discovers Where The Missing 250K Went 😬 | Dragons&#39; Den&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b223e7ef61baaebf4ede_1748951263233.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:51.497Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/cycloramic-is-an-app-that-does-360-pictures-on</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b39ce7ef61baaebf4eed_1748951244638.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Cycloramic is an app that does 360 pictures on your iPhone with a totally unique kind of technology. &#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b39ce7ef61baaebf4eed_1748951244638.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:37.296Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/deborah-meaden-knows-the-leisure-market-well-but</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b383e7ef61baaebf4eec_1748951244637.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Deborah Meaden knows the leisure market well, but she doesn&#39;t think this product will make waves and neither do the other &#xA;&#xA;Dragons... Season 8, Episode 7&#xA;&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden&#xA;&#xA;dragons don&#39;t think this surfing product will make waves 🌊 Dragons&#39; Den &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b383e7ef61baaebf4eec_1748951244637.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:37.508Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-3vh7</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b36ae7ef61baaebf4eeb_1748951244637.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b36ae7ef61baaebf4eeb_1748951244637.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:35.795Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-xbya</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b2efe7ef61baaebf4ee6_1748951244636.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b2efe7ef61baaebf4ee6_1748951244636.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:36.109Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-gglq</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b35ae7ef61baaebf4eea_1748951244636.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b35ae7ef61baaebf4eea_1748951244636.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:35.063Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/darren-and-richard-are-asking-for-15000-for-20</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b30ae7ef61baaebf4ee7_1748951244636.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Darren and Richard are asking for £150,00 for 20% equity in their company Dr Cap. A brand that is focused on selling baseball caps. Season 3, Episode 5.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden &#xA;&#xA;Do The NUMBERS Lie?! 🤔 #DragonsDen #fashion #peterjones&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b30ae7ef61baaebf4ee7_1748951244636.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:35.419Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/joe-savino-and-ari-tolwin-are-seeking-1-m-for-a-5</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b325e7ef61baaebf4ee8_1748951244636.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Joe Savino and Ari Tolwin are seeking $1M for a 5% stake in their company NuMilk.&#xA;&#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS &#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b325e7ef61baaebf4ee8_1748951244636.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:33.128Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-9d5q</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b343e7ef61baaebf4ee9_1748951244636.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b343e7ef61baaebf4ee9_1748951244636.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:32.728Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-xrme</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b459e7ef61baaebf4ef4_1748951204632.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b459e7ef61baaebf4ef4_1748951204632.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:05.713Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-is-the-golf-tee-from-hell-entrepreneur-jean</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b469e7ef61baaebf4ef5_1748951204632.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>&#34;This Is The Golf Tee From Hell!&#34;! Entrepreneur Jean Gauthier hopes The Dragons will take a swing at this investment with his Adjustable Golf Tee. The golfer is asking for 130K for 30% of his business and claims his revolutionary product will change the way The World plays golf. &#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsdencanada  #golf&#xA;&#xA;&#34;This Is The Golf Tee From Hell!&#34; #Shorts | Dragons&#39; Den Canada | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b469e7ef61baaebf4ef5_1748951204632.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:05.744Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/peter-jones-calls-out-goalbands-entrepreneurs</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b3ece7ef61baaebf4ef0_1748951204632.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Peter Jones calls out Goalbands entrepreneurs!&#xA;&#xA;From Season 5 Episode &#xA;&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden  #goalband&#xA;&#xA;does it say stupid on my head 🙄 #dragonsden #sharktankglobal #peterjones #duncanbannatyne #business&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b3ece7ef61baaebf4ef0_1748951204632.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:05.737Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-0ssg</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b3c0e7ef61baaebf4eee_1748951204628.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;Steven Bartlett Is Our Newest &amp; Youngest Dragon   Dragons&#39; Den #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b3c0e7ef61baaebf4eee_1748951204628.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:04.258Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-eqps</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b420e7ef61baaebf4ef2_1748951204632.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b420e7ef61baaebf4ef2_1748951204632.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:47:00.12Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-pair-of-candle-entrepreneurs-try-to-convince</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b3d5e7ef61baaebf4eef_1748951204628.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>A pair of candle entrepreneurs try to convince The Dragons that their products can spark some serious profit. Founders, Claudia and Alex explained how for the last five years it’s completely taken over their lives and they couldn’t be prouder of how far they’ve come.&#xA;&#xA;From Season 17 Episode 8&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b3d5e7ef61baaebf4eef_1748951204628.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:57.076Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch-tpvb</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b404e7ef61baaebf4ef1_1748951204632.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b404e7ef61baaebf4ef1_1748951204632.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:58.718Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/david-scharfman-is-seeking-500000-for-a-5-stake</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b443e7ef61baaebf4ef3_1748951204632.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>David Scharfman is seeking $500,000 for a 5% stake of Just The Cheese&#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #JustTheCheese&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b443e7ef61baaebf4ef3_1748951204632.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:55.514Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah-gfea</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b677e7ef61baaebf4f0a_1748951171724.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b677e7ef61baaebf4f0a_1748951171723.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:25.141Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/chase-mitchell-and-brian-bloch-are-seeking-150000</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b5aee7ef61baaebf4f01_1748951171723.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Chase Mitchell And Brian Bloch are seeking $150,000 for a 15% stake of Chill Systems&#xA;&#xA;From Season 12 Episode 17&#xA;&#xA;Watch Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #ChillSystems&#xA;&#xA;&#34;It Only Holds Three Cans?&#34;  | Shark Tank US | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b5aee7ef61baaebf4f01_1748951171723.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:25.1Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/an-international-sensation-shark-tank-aus</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b508e7ef61baaebf4efb_1748951171723.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>An international sensation, Shark Tank AUS features entrepreneurs pitching for investment in the Tank from our Sharks, five venture capitalists willing to invest their own money in exchange for equity.&#xA;&#xA;As Seen On Shark Tank Australia Products: https://amzn.to/2ZJBbyf&#xA;&#xA;Shark Tank US Products Collection: https://amzn.to/3bMNjmI&#xA;&#xA;@Channel10AU  &#xA;@DavieFogarty - Founder of the Oodie and e-commerce expert. &#xA;@SabriSubyOfficial -  Founder of King Kong Digital Marketing Agency&#xA;@thelazyceo - Founder of online fashion boutique, @ShowpoChannel &#xA;@catrionawallace5409 -  AI expert and founder of the Responsible Metaverse Alliance&#xA;@robertherjavec7160 - Has already invested $20million across 14 seasons.&#xA;&#xA;YouTube https://bit.ly/SharkTankAustralia&#xA;Socials - https://bit.ly/SharkTankAus  &#xA;&#xA;#SharkTank #sharktankaustralia #glossyboys</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b508e7ef61baaebf4efb_1748951171723.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:22.318Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-bit-of-feelin-and-stealin-in-the-den-from</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b4a0e7ef61baaebf4ef7_1748951171723.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>A bit of feelin&#39; and stealin&#39; in The Den 😂 &#xA;&#xA;From Season 8 Episode 7&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #dragondencanada&#xA;&#xA;Blindfolded Dragons Get Up To Mischief | Dragons&#39; Den Canada #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b4a0e7ef61baaebf4ef7_1748951171723.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:21.706Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-this-moment-from-shark-tank-season-15-episode</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b481e7ef61baaebf4ef6_1748951171723.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>In this moment from &#39;Shark Tank&#39; season 15, episode 20, entrepreneurs Rumaiza Ali and Anas Ali demonstrate Wedy, an app that simplifies wedding planning by having a wedding right on the set!&#xA;&#xA;From Season 15 Episode 20&#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #wedy&#xA;&#xA;Shark Tanks 1st Ever Wedding?  💍 💒 #wedy #weddingseason #sharktankglobal&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b481e7ef61baaebf4ef6_1748951171723.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:22.398Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/were-all-crying-lisa-hayward-entered-the-den</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b4f2e7ef61baaebf4efa_1748951171723.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>We&#39;re all crying 🥹🥰 Lisa Hayward entered The Den pitching her business, Culture Craze and was seeking an investment of $300,000 in exchange for 25% of her company.&#xA;&#xA;From Season 13 Episode 17&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsdencanada #proposal&#xA;&#xA;A Proposal In The Den! | Dragons&#39; Den Canada  | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b4f2e7ef61baaebf4efa_1748951171723.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:22.398Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/jacqueline-and-steven-are-asking-65000-for-10-of</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b4cce7ef61baaebf4ef9_1748951171723.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Jacqueline and Steven are asking £65,000 for 10% of their business &#39;Scottish Galore Whiskies&#39; &#xA;&#xA;From Season 20, Episode 14&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden &#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b4cce7ef61baaebf4ef9_1748951171723.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:22.398Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/shay-and-raz-are-asking-50000-for-5-equity-in</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5b4b2e7ef61baaebf4ef8_1748951171723.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Shay and Raz are asking 50,000 for 5% equity in their company &#39;Football Billionaire&#39; Season 20, Episode 10.&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsden &#xA;&#xA;15 Year Old Game Developer 👾 #dragonsden #boardgame #youngentrepreneur&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5b4b2e7ef61baaebf4ef8_1748951171723.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T11:46:20.461Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/navigating-complex-regulations-in-automotive-and</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67d96f6a12729bc6c1a13d16_1748950258859.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Navigating Complex Regulations in Automotive and Aerospace Industries&#xA;&#xA;Tesla and Twitter CEO Elon Musk joins &#39;Tucker Carlson Tonight&#39; for exclusive, wide-ranging interview. #foxnews #fox #tucker &#xA;&#xA;Watch more Fox News Video: http://video.foxnews.com&#xA;Watch Fox News Channel Live: http://www.foxnewsgo.com/&#xA;&#xA;FOX News Channel (FNC) is a 24-hour all-encompassing news service delivering breaking news as well as political and business news. The number one network in cable, FNC has been the most-watched television news channel for 18 consecutive years. According to a 2020 Brand Keys Consumer Loyalty Engagement Index report, FOX News is the top brand in the country for morning and evening news coverage. A 2019 Suffolk University poll named FOX News as the most trusted source for television news or commentary, while a 2019 Brand Keys Emotion Engagement Analysis survey found that FOX News was the most trusted cable news brand. A 2017 Gallup/Knight Foundation survey also found that among Americans who could name an objective news source, FOX News was the top-cited outlet. Owned by FOX Corporation, FNC is available in nearly 90 million homes and dominates the cable news landscape, routinely notching the top ten programs in the genre.&#xA;&#xA;Watch full episodes of your favorite shows&#xA;The Five: http://video.foxnews.com/playlist/longform-the-five/&#xA;Special Report with Bret Baier: http://video.foxnews.com/playlist/longform-special-report/&#xA;Fox News Primetime: https://video.foxnews.com/playlist/on-air-fox-news-primetime/&#xA;Tucker Carlson Tonight: http://video.foxnews.com/playlist/longform-tucker-carlson-tonight/&#xA;Hannity:  http://video.foxnews.com/playlist/longform-hannity/&#xA;The Ingraham Angle: http://video.foxnews.com/playlist/longform-the-ingraham-angle/&#xA;Fox News @ Night: http://video.foxnews.com/playlist/longform-fox-news-night/&#xA;&#xA;Follow Fox News on Facebook: https://www.facebook.com/FoxNews/&#xA;Fol</video:description><video:content_loc>https://media.begenuin.com/temp_video/67d96f6a12729bc6c1a13d16_1748950258859.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.526Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/convolutions-are-math-operations-that-are-used-in</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e971e7ad0340c36a2b061_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Convolutions are math operations that are used in many different applications, where a filter (or kernel) is applied to an image to extract important features such as edges, textures, and patterns. &#xA;&#xA;The filter consists of a small grid of values that are “slid” across the image, performing a mathematical operation (typically multiplication and summation) at each position to produce a new transformed image.&#xA;&#xA;By adjusting the values within the filter, different effects can be achieved. For example, filters with certain values can highlight edges by detecting rapid changes in intensity between neighboring pixels—this is known as edge detection. &#xA;&#xA;Filters can also be tuned to detect other features like corners, smoothness, or specific textures, depending on the application. This process is crucial in Convolutional Neural Networks (CNNs), where convolutions are used in the early layers to automatically learn features from raw image data, such as edges, shapes, or even more complex structures. &#xA;&#xA;CNNs rely on convolutions to reduce the dimensionality of the image while preserving essential information, making it easier for the network to understand and classify objects within the image.&#xA;&#xA;Try Otio AI Today! &#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#ml #machinelearning #deeplearning #computerscience #math #mathematics #programming #coding #courses #bootcamp #datascience #education #linearregression #visualization</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e971e7ad0340c36a2b061_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:34.994Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/large-language-models-llms-such-as-chatgpt-are-gn9f</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96dd7ad0340c36a2b056_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Large Language Models (LLMs) such as ChatGPT are based on neural networks called transformers, an architecture built using multiple attention mechanisms and multilayer perceptrons (MLPs). &#xA;&#xA;These models process input text by learning context through self-attention mechanisms, which weighs the importance of each pair of words. This way, long sequences are no longer an issue. &#xA;&#xA;This contextual understanding is passed through MLPs, which learn the representations and patterns of the sequence. &#xA;&#xA;To generate text, the model generates a probability distribution of the next word; we choose the highest-probability word and keep predicting the next word, iterating to create a sentence or paragraph. &#xA;&#xA;C: 3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#neuralnetwork #llm #gpt #artificialintelligence #machinelearning #3blue1brown #deeplearning #neuralnetworks #datascience #python #ml #pythonprogramming #datascientist</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96dd7ad0340c36a2b056_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:36.595Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-natural-language-processing-nlp-vectors</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e97117ad0340c36a2b05f_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In natural language processing (NLP), vectors represent words or tokens in a high dimensional space. &#xA;&#xA;However, to understand the full context, it’s not enough to only have these embeddings. The attention mechanism comes into play weighing the importance of different words in relation to each other. &#xA;&#xA;Additionally, positional encodings are added to the embeddings, making sure that the model can recognize the order and relative position of words, which is crucial for capturing the structure of a sentence, which contributes to understanding the meaning of it.&#xA;&#xA;C: 3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #transformers #llm #gpt #3blue1brown #math #computerscience #machinelearning #datascience #education #learning #mathematics #computerengineering #engineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e97117ad0340c36a2b05f_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:34.719Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/learn-more-about-asm-httpslnkbioasmofficial-join</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa375d2e58050618192cb_1748948283272.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Learn more about ASM: https://lnk.bio/ASMOfficial&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://www.matthewberman.com&#xA;&#xA;Need AI Consulting? 📈&#xA;https://forwardfuture.ai/&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa375d2e58050618192cb_1748948283272.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:34.719Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-dot-product-is-a-math-operation-that-takes</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e971a7ad0340c36a2b060_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>The dot product is a math operation that takes two equal length vectors and produces a scalar (which is a single value). &#xA;&#xA;Numerically, it is calculated by multiplying corresponding components of the vectors and summing the results.&#xA;&#xA;Graphically, the dot product is the product of the magnitudes of the two vectors and the cosine of the angle between them.&#xA;&#xA;In machine learning and deep learning, the dot product is crucial in many operations, particularly in neural networks. For example, in a feedforward neural network, the dot product is used to compute the weighted sum of inputs at each neuron. &#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#math #machinelearning #linearalgebra #mathematics #machinelearning #deeplearning #neuralnetworks #engineering #datascience #python #computerscience #computerengineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e971a7ad0340c36a2b060_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:34.617Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-animation-demonstrates-a-typical-convolution</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e97337ad0340c36a2b064_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>This animation demonstrates a typical convolution process, where an image is filtered by the kernel. Moving along the image, it performs an element-wise multiplication with the pixels of the image that it overlaps and then a summation to create a new pixel value.&#xA;&#xA;It goes this way throughout the whole image, changing it based on the value of the kernel. One can change an image, emphasizing or diminishing some features in it by using another kernel, like an edge-detection or blur filter.&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #deeplearning #neuralnetworks #computerscience #education #tech #coding #computerengineering #datascience #math #mathematics</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e97337ad0340c36a2b064_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:36.595Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-transformers-such-as-chatgpt-the-first-thing</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e967c7ad0340c36a2b04a_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In transformers (such as ChatGPT), the first thing that happens to text is tokenization, where the words are split into smaller pieces called tokens.&#xA;&#xA;These could be full words, parts of words, or even single letters (depending on the tokenizer). After tokenization, each token gets turned into a vector (just a list of numbers) through something called an embedding layer. &#xA;&#xA;These vectors live in a high-dimensional space, meaning they have hundreds or even thousands of dimensions. In this space, tokens with similar meanings end up closer together. This way, the model has a sense of how words relate to each other. &#xA;&#xA;These vectors are then passed into the transformer, where the model’s attention layers can start to understand how different words connect and influence each other. This way, it can produce coherent and useful responses that we know and love.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascientist #llm #chatgpt #deeplearning #computerscience #math #mathematics #ml #machinelearning #coding #programming #learning #courses #bootcamp #course #datascience #education</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e967c7ad0340c36a2b04a_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:34.397Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-normal-distribution-also-known-as-the</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96fa7ad0340c36a2b05b_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>The normal distribution, also known as the Gaussian distribution, is a fundamental principle in statistics. It has a very well known bell-shaped curve. &#xA;&#xA;It is symmetric; the left and right sides are mirror images of each other, with the peak of the curve at the mean (the central value/average of the data).&#xA;&#xA;The spread of the distribution is determined by the standard deviation or std, with larger standard deviations showing a larger spread of values. &#xA;&#xA;When visualizing data from a normal distribution, a histogram is typically used. The bin size in a histogram is crucial. &#xA;&#xA;A fitting bin size allows the histogram to reveal the true shape of the normal distribution, which should look like a smooth bell curve. The curve can be visualized clearly using the probability density function or PDF.&#xA;&#xA;C: 3 minute data science&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#math #mathematics #ml #programming #machinelearning #datascience #datascientist #deeplearning #computerscience #computerengineering #data #dataanlalytics</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96fa7ad0340c36a2b05b_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:34.604Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/transformers-are-a-powerful-type-of-machine</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96f47ad0340c36a2b05a_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Transformers are a powerful type of machine learning model that have completely changed how computers understand language. &#xA;&#xA;They use something called the self-attention mechanism to help words (or tokens) in a sentence understand each other’s meaning based on the surrounding context. &#xA;&#xA;This is different from traditional word embeddings, where each word has a fixed meaning represented by a list of numbers called a vector. &#xA;&#xA;With attention, a word such as “left” will have a different meaning depending on whether it’s talking about directions or leaving an area—the model will look at the surrounding words to figure this out.&#xA;&#xA;In large language models (LLMs), which use transformers, such as ChatGPT, this context-awareness is key.&#xA;&#xA;This ability to adjust word meanings based on context is what makes LLMs so powerful.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascientist #computerengineering #deeplearning #computerscience #math #mathematics #ml #logisticregression #machinelearning #datascience  #education #coding #programming #learning #courses #bootcamp #course</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96f47ad0340c36a2b05a_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:36.903Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-umwo</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa357d2e58050618192c9_1748948283272.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;Discover The Best AI Tools👇🏼&#xA;https://tools.forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 X: https://x.com/matthewberman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa357d2e58050618192c9_1748948283272.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:34.999Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-a-neural-network-three-dimensional-data</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96c57ad0340c36a2b053_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In a neural network, three-dimensional data undergoes a series of mathematical operations that gradually extract and refine features.&#xA;&#xA;Each layer transforms the input using matrix multiplications and biases, treating the 3D data—such as depth, width, and height or RGB color channels—as structured input to be manipulated.&#xA;&#xA;These transformations are followed by non-linear activation functions that introduce complexity, enabling the network to capture patterns that linear equations alone can’t represent.&#xA;&#xA;As the data moves deeper through the network, its original 3D structure is reshaped and reinterpreted, allowing the model to understand intricate relationships and make predictions on higher dimensional data.&#xA;&#xA;C: vcubingx&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascientist #deeplearning #computerscience #math #mathematics #ml #machinelearning #coding #programming #learning #courses #bootcamp #course #datascience #education #neuralnetworks #visualization</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96c57ad0340c36a2b053_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:34.309Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-7p2z</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68371f96fc1e40d0b67b5b4e_1748948283272.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68371f96fc1e40d0b67b5b4e_1748948283272.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:34.719Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-neural-network-is-a-type-of-machine-learning</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e964b7ad0340c36a2b046_1748948283272.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>A neural network is a type of machine learning model inspired by the human brain that learns to recognize patterns, like handwritten digits in the MNIST dataset. The MNIST dataset is made of 28x28 grayscale images (resulting in 784 pixels) of handwritten digits from 0-9. Each individual pixel is just a tiny dot of light and dark. &#xA;&#xA;The neural  network takes all 784 of these input pixel values and sends them into the first layer. Inside the network, there are hidden layers that help it learn. Each connection between layers has something called a weight, which is like the network’s way of deciding how important a certain pixel or pattern is. &#xA;&#xA;There’s also a bias, which helps shift the decision slightly, kind of like giving the network a little nudge. After adding up all this info, the network uses something called an activation function—think of it like a switch that decides which signals should go forward.&#xA;&#xA;At the very end, the network makes a guess about which number (0–9) it thinks is in the image. As it practices with more images, it adjusts the weights and biases to make better guesses next time.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascientist #computerengineering #deeplearning #computerscience #math #mathematics #ml #logisticregression #machinelearning #datascience  #education #coding #programming #learning #courses #bootcamp #course</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e964b7ad0340c36a2b046_1748948283272.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:33.604Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-67sl</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68371f5bfc1e40d0b67b5b4c_1748948283271.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68371f5bfc1e40d0b67b5b4c_1748948283271.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:31.117Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/bayes-theorem-is-a-simple-yet-powerful-way-to</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96e77ad0340c36a2b058_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Bayes’ Theorem is a simple yet powerful way to update beliefs based on new evidence.&#xA;&#xA;It helps answer the question: “Given what I already know, how should I change my thinking when I see something new?”&#xA;&#xA;Imagine you’re trying to determine if someone is a farmer or a librarian. You start with a general probability, perhaps noting that there are 20 farmers for each librarian in the US. However, given a description of that person as a meek and tidy soul, you update the probability since being meek and tidy is stereotypic of a librarian.&#xA;&#xA;Bayes’ Theorem formalizes this process, letting machines learn from data by continually adjusting predictions as more evidence comes in.&#xA;&#xA;It’s a crucial component to many machine learning algorithms, such as naïve bayes, being the basis for variational autoencoders, and more.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascientist #computerengineering #deeplearning #computerscience #math #mathematics #ml #logisticregression #machinelearning #datascience  #education #coding #programming #learning #courses #bootcamp #course</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96e77ad0340c36a2b058_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:28.495Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-76ty</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68371fc2fc1e40d0b67b5b50_1748948283272.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68371fc2fc1e40d0b67b5b50_1748948283272.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:28.995Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-j5lu</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68371f41fc1e40d0b67b5b4b_1748948283271.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68371f41fc1e40d0b67b5b4b_1748948283271.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:28.908Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-k6ux</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68371fa9fc1e40d0b67b5b4f_1748948283272.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68371fa9fc1e40d0b67b5b4f_1748948283272.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:31.056Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/machine-learning-and-deep-learning-models-such-as</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e97077ad0340c36a2b05d_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Machine learning and deep learning models such as neural networks process input data as arrays of numbers (1D, 2D, 3D, etc.), where each number represents a specific feature of the data. For example, a black and white image may get fed into the network as a matrix with values ranging from 0 to 1, the brightness of a pixel. &#xA;&#xA;These matrices are passed through many layers, each containing mathematical operations like matrix multiplications, where the input numbers are multiplied by learned parameters (your weights and biases).&#xA;&#xA;These parameters are tweaked and tuned during training to minimize some loss function, which is a measure of the error of the model. &#xA;&#xA;As the real number values move through each layer, they undergo transformations with matrix multiplications and activation functions to finally output a set of numbers that represent the model’s prediction. &#xA;&#xA;The entire process uses repeated multiplication of matrices to ultimately learn (tweak parameters) and make accurate predictions on input data.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #machinelearning #datascience #python #programming #dataanalytics #mathematics #education #datascientist #data #neuralnetworks #computerscience #computervision #ml #robotics</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e97077ad0340c36a2b05d_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:33.412Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/word-embeddings-are-a-way-to-represent-words-in-a</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96fe7ad0340c36a2b05c_1748948283274.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Word embeddings are a way to represent words in a vector space, where each word is mapped to a high-dimensional vector. The key is that semantically similar words are represented by vectors that are close together in this space. This allows models to learn relationships such as synonyms or analogies.&#xA;&#xA;One important aspect of word embeddings is how they incorporate position and directions to carry semantic meaning. While basic word embeddings capture the meaning of individual words, models such as Word2Vec learn to position words in such a way that not only the distance between vectors matters but also their direction. &#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #machinelearning #datascience #math #llm #transformer #gpt  #education #mathematics #animation #computerscience #datascientist</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96fe7ad0340c36a2b05c_1748948283274.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:33.502Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-q4d0</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa343d2e58050618192c7_1748948283272.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa343d2e58050618192c7_1748948283272.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:58:28.186Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-7mah</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68371fe0fc1e40d0b67b5b51_1748948194940.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68371fe0fc1e40d0b67b5b51_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:24.201Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-transformer-models-word-embeddings-represent</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e97267ad0340c36a2b062_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In transformer models, word embeddings represent words as vectors in a high dimensional space, capturing relationships between words in a given context.&#xA;&#xA;Transformers rely on mechanisms like attention, which computes the relevance of one word to another in a sequence. The dot product is used a lot in attention calculations, where the query, key, and value vectors (derived from word embeddings) are compared. &#xA;&#xA;Specifically, the dot product between the query and key vectors determines the similarity between different words in the input sequence. &#xA;&#xA;This similarity score is then used to add “importance” to the words through weights, allowing the model to focus on the most relevant words when producing an output. &#xA;&#xA;C: 3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #transformers #llm #gpt #3blue1brown #math #computerscience #machinelearning #datascience #education #learning #mathematics #computerengineering #engineering #coding #python</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e97267ad0340c36a2b062_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.802Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/aidecoded-blog-httpsnvdaws-48-fleqk-aidecoded</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837228dfc1e40d0b67b5b76_1748948194940.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>AIDecoded blog: https://nvda.ws/48FLeqk &#xA;&#xA;#AIDecoded #NVIDIAPartner  @NVIDIADeveloper  &#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837228dfc1e40d0b67b5b76_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.812Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-probability-density-function-pdf-describes-the</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96727ad0340c36a2b049_1748948194940.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>A probability density function (PDF) describes the probability of a random variable taking some specific value, with the area under the curve (AUC, which can be calculated using an integral) representing the probability of the variable falling within a specific range. &#xA;&#xA;The expectation (expected value) is the mean of a random variable, representing the average value of a distribution. &#xA;&#xA;A Joint distribution captures the probability of two or more random variables occurring at the same time, letting us analyze the relationship between them.&#xA;&#xA;C: deepia&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #machinelearning #datascience #llm #programming #chatgpt #mathematics #education #datascientist #data #neuralnetworks #computerscience #computervision #ml #robotics</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96727ad0340c36a2b049_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.496Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-n239</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa382d2e58050618192cc_1748948194940.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;Discover The Best AI Tools👇🏼&#xA;https://tools.forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 X: https://x.com/matthewberman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa382d2e58050618192cc_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.496Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/generative-pretrained-transformers-gpts-are-a</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e973a7ad0340c36a2b065_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Generative Pretrained Transformers (GPTs) are a type of advanced language model that utilize the transformer architecture, a deep learning framework introduced by Vaswani et al. in 2017. &#xA;&#xA;Transformers are designed to handle sequential data, like text, but unlike earlier models (such as RNNs or LSTMs), they use something called a self-attention mechanism that allows them to weigh the importance of each word in a sentence relative to all others, regardless of position—enabling better understanding of context and relationships.&#xA;&#xA;GPT models are “pretrained” on massive amounts of text data to learn patterns in language, and then they can be fine-tuned or directly used for tasks like writing essays, summarizing articles, generating code, or even composing poetry.&#xA;&#xA;For example, GPT-3.5 can generate a news article from a headline, complete a user’s sentence, or answer questions about a novel’s plot—all by predicting the next most likely word in a sequence based on context. The model outputs probabilities for a singular next word prediction, and it predicts words one-by-one based on their probabilities until the output is fully generated.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascientist #computerengineering #deeplearning #computerscience #math #mathematics #ml #logisticregression #machinelearning #datascience  #education #coding #programming #learning #courses #bootcamp #course</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e973a7ad0340c36a2b065_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.197Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/1fa082cf5780140f</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa34fd2e58050618192c8_1748948194940.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:content_loc>https://media.begenuin.com/temp_video/683aa34fd2e58050618192c8_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.802Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-neural-network-processes-an-input-by</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96967ad0340c36a2b04e_1748948194940.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>A neural network processes an input by transforming it through a series of layers. Initially, the input data is multiplied by weights (through matrix multiplication), which is used to weigh the importance of each feature, and a bias is added to shift the result. &#xA;&#xA;This weighted sum is then passed through an activation function, such as ReLU or sigmoid, which introduces nonlinearity to capture complex patterns. &#xA;&#xA;The output of this process becomes the input for the next layer, where the same sequence (weights, bias, and activation) is repeated. &#xA;&#xA;This continues through multiple layers, with each layer transforming the data, until the last layer produces the network’s output which is a classification or prediction.&#xA;&#xA;C: vcubingx&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascientist #deeplearning #computerscience #math #mathematics #ml #machinelearning #coding #programming #learning #courses #bootcamp #course #datascience #education</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96967ad0340c36a2b04e_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.005Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/large-language-models-llms-such-as-chatgpt-are</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e965d7ad0340c36a2b048_1748948194940.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Large Language Models (LLMs) such as ChatGPT are built to process and generate human language by modeling the statistical structure of text. They take in input text, break it into smaller units called tokens (which may represent words, pieces of words, or characters), and convert these tokens into numerical vectors through an embedding layer. &#xA;&#xA;These token embeddings are then passed through multiple layers of a transformer architecture, which is central to the model’s ability to understand context and generate coherent output.&#xA;&#xA;Within each transformer layer, the most important component is the self-attention mechanism. Self-attention allows the model to assign different weights to different tokens in the input sequence based on their relevance to each other, regardless of their position. &#xA;&#xA;This is crucial for capturing relationships between words across long distances in the text. After the attention mechanism, the token representations are processed by a multi-layer perceptron (MLP), which applies nonlinear transformations to help the model learn more complex patterns. By stacking many such layers, LLMs like ChatGPT can build deep contextual representations that allow them to generate fluent and relevant text, one token at a time.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascientist #computerengineering #deeplearning #computerscience #math #mathematics #ml #logisticregression #machinelearning #datascience  #education #coding #programming #learning #courses #bootcamp #course</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e965d7ad0340c36a2b048_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.802Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-convolutional-neural-networks-cnns-the</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96d77ad0340c36a2b055_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In Convolutional Neural Networks (CNNs), the receptive field refers to the region of the input image that a particular neuron works with. It is equal to the maximum area that the network can process. &#xA;&#xA;It represents the portion of the image the neuron “sees” when making its computation. As layers stack in a CNN, the receptive field expands, allowing deeper layers to capture more complex patterns from larger sections of the image. &#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #machinelearning #datascience #math #education #mathematics #animation #computerscience #datascientist</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96d77ad0340c36a2b055_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.812Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/large-language-models-llms-are-transformer-based</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e968d7ad0340c36a2b04d_1748948194940.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Large language models (LLMs) are transformer-based models designed to understand and generate text. &#xA;&#xA;They’re trained using extremely large amounts of sequential data, such as books or websites, used to understand language and learn writing conventions. &#xA;&#xA;During training, the model adjusts (changes the values of) millions or even billions of parameters—these are the weights and biases or the “tiny knobs” that determine how the model interprets input and generates output. &#xA;&#xA;We can train the model using both supervised learning and unsupervised learning methods. In supervised learning, the model is fed input sentences and given the last word as a true label. The model is given all but the last word and asked to predict the last word.&#xA;&#xA;Based on the model’s prediction, we can estimate its “error” and use it to tweak the parameters. &#xA;Over time, with lots of examples, the model gets good at generating coherent and higher quality text.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #machinelearning #datascience #llm #programming #chatgpt #mathematics #education #datascientist #data #neuralnetworks #computerscience #computervision #ml #robotics</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e968d7ad0340c36a2b04d_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.811Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-sae0</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68371f71fc1e40d0b67b5b4d_1748948194940.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68371f71fc1e40d0b67b5b4d_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.811Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-6spd</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683aa369d2e58050618192ca_1748948194940.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://www.matthewberman.com&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Need AI Consulting? 📈&#xA;https://forwardfuture.ai/&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683aa369d2e58050618192ca_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.915Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/stochastic-gradient-descent-sgd-is-an</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96bf7ad0340c36a2b052_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Stochastic Gradient Descent (SGD) is an optimization method used to minimize a function, usually a loss function, to improve a model. &#xA;&#xA;Think of it like trying to get to the lowest point of a hill: the gradient represents the slope, telling you which direction to move to go down. Instead of looking at the entire hill (or dataset), SGD picks small random subsets of data at each step, calculating the gradient based on that subset. &#xA;&#xA;This makes updates faster and more efficient because the model adjusts its parameters incrementally, moving in the right direction, but with some randomness helping it avoid getting stuck in less optimal paths.&#xA;&#xA;C: emergent garden&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #machinelearning #datascience #llm #programming #chatgpt #mathematics #education #datascientist #data #neuralnetworks #computerscience #computervision #ml #robotics</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96bf7ad0340c36a2b052_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.197Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/convolutional-layers-use-math-operations-called</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96e17ad0340c36a2b057_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Convolutional layers use math operations called convolutions to extract visual features from input data. These layers have three key parameters—kernel size, stride, and padding.&#xA;&#xA;The kernel size determines the dimensions of the filter that slides over the input (3x3, etc.). &#xA;Each value in the kernel matrix has a weight, which detects patterns like edges or textures when used in a weighted sum. The standard kernel size is 3x3, although there have been certain cases where a larger size has shown better performance.&#xA;&#xA;The stride is how many pixels the kernel moves per step. A stride of 1 moves the kernel one pixel at a time, while a stride of 2 skips pixels.&#xA;&#xA;Padding adds extra pixels (usually zeros, called zero padding) around the input to control the output dimensions. Without padding, the feature maps will be smaller than their inputs with each convolution. Padding can allow the output to match the input size, allowing the kernel to process edge pixels better, preventing information loss near the edges. &#xA;&#xA;C: Deepia&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #machinelearning #neuralnetworks #computerscience #education #CNN #convolution #datascience #math #mathematics #python #ai #dataanalytics #artificialintelligence #data #programming #bigdata #coding #technology #datascientist #tech #dataanalysis #datavisualization #analytics</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96e17ad0340c36a2b057_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.197Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/convolutions-are-math-operations-commonly-used-in</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96a47ad0340c36a2b04f_1748948194940.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Convolutions are math operations commonly used in deep learning, specifically in convolutional neural networks (CNNs). &#xA;&#xA;They work by sliding a small matrix (grid of values), called a kernel or filter, over the input image to extract important features such as edges, textures, or shapes. &#xA;&#xA;At each position, the kernel performs an element-wise multiplication with the underlying pixels and sums the result to produce a single output value, forming a feature map that highlights specific patterns in the image. &#xA;&#xA;For example, when using the MNIST image of a 6 (as shown in the video), a 3x3 kernel can be used to detect features in the 28x28 grayscale image. &#xA;&#xA;This small kernel scans the image, one step (or stride) at a time, capturing 3x3 pixel regions and transforming them into abstract representations. &#xA;&#xA;These representations are crucial for the neural network to learn distinguishing features between digits such as “6” and “8”, often followed by pooling and further convolution layers to build deeper, more complex feature hierarchies.&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#ml #machinelearning #deeplearning #computerscience #math #mathematics #programming #coding #courses #bootcamp #datascience #education #linearregression #visualization</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96a47ad0340c36a2b04f_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.405Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/language-models-like-chatbots-work-by-predicting</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96837ad0340c36a2b04b_1748948194940.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Language models like chatbots work by predicting the next word in a sentence based on probabilities. &#xA;&#xA;They use vast amounts of text data to learn patterns and associations between words. When generating text, the model looks at the previous words and calculates the probability distribution for what the next word could be. &#xA;&#xA;It then selects the word with the highest probability and adds it to the sentence. This process repeats, cycling through predictions until a full response or text is generated, with each new word influenced by the ones before it.&#xA;&#xA;C: 3blue1brown (yt) &#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#education #neuralnetwork #llm #math #machinelearning #deeplearning #neuralnetworks #engineering #datascience #gpt #computerscience #computerengineering #3blue1brown</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96837ad0340c36a2b04b_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.005Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-transformers-attention-is-computed-using-a</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e970c7ad0340c36a2b05e_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In transformers, attention is computed using a mechanism called “self-attention,” where each word (or token) in a sequence is compared to all other words to determine how much focus (or attention) it should give to each word.&#xA;&#xA;The process involves creating three vectors for each token: Query (Q), Key (K), and Value (V). The attention score between tokens is calculated by taking the dot product of the query vector with the key vector of another token, followed by scaling, applying a softmax function, and multiplying by the value vector. &#xA;&#xA;This allows the model to weigh the importance of each token in relation to others when generating a representation of the input sequence.&#xA;&#xA;C: Welch Labs&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#neuralnetworks #ml #programming #math #mathematics #machinelearning #datascience #datascientist #deeplearning #computerscience #computerengineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e970c7ad0340c36a2b05e_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.812Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-are-mathematical-models-that</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96d27ad0340c36a2b054_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Neural networks are mathematical models that process input data through layers of interconnected nodes, or neurons. &#xA;&#xA;In simple terms, neural networks perform a series of mathematical transformations, primarily using matrix multiplications. &#xA;&#xA;Each neuron in a layer takes a weighted sum of its inputs, applies a non-linear activation function, and passes the result to the next layer. &#xA;&#xA;The process of training a neural network involves adjusting the weights through backpropagation, to lessen the error between the predicted and actual values. &#xA;&#xA;Essentially, neural networks are tools for mapping input-output relationships through iterative math transformations.&#xA;&#xA;C: vcubingx&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #machinelearning #math #engineering #cs #computerscience #math #engineer #coding #ml #neuralnetworks</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96d27ad0340c36a2b054_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:23.004Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-transformers-masking-is-a-technique-used-to</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96b57ad0340c36a2b051_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In transformers, masking is a technique used to prevent the model from “cheating” during training to help it generate better text.&#xA;&#xA;Masking involves hiding certain tokens in the input sequence by forcing their weights to 0, only letting the model make predictions on the information that was given in the present and past.&#xA;&#xA;This prevents the model from simply relying on future information: Imagine if a model was tasked to predict the next word but was already fed the future words—it wouldn’t have to “learn” anything to predict it. &#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#deeplearning #machinelearning #datascience #math #education #mathematics #animation #computerscience #computerengineering #datascientist</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96b57ad0340c36a2b051_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.612Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/large-language-models-llms-such-as-gpt-and-bert</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96ed7ad0340c36a2b059_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Large Language Models (LLMs), such as GPT and BERT, are built on the transformer architecture, which revolutionized natural language processing through its innovative attention mechanism.&#xA;&#xA;Most chatbots work using masked word prediction, where random tokens in a text are hidden (masked), and the model predicts them by looking at input data and context. &#xA;&#xA;LLMs can understand language in a very robust way through a smart architecture, making it useful for applications such as chatbots or translation machines. &#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #deeplearning #math #mathematics #computerscience #computerengineering #education #coding #python #datascience #llm #gpt</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96ed7ad0340c36a2b059_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.811Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/transformers-are-deep-learning-models-that-are</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96a77ad0340c36a2b050_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Transformers are deep learning models that are especially good at understanding sequences, like text or speech. &#xA;&#xA;At a high level, they work by processing all parts of the input data at once, rather than one step at a time like older models (like RNNs). The core idea behind transformers is the attention mechanism, which lets the model focus on the most relevant parts of the input when making predictions.&#xA;&#xA;First, the input— such as a sentence or sequence of words—is broken down into tokens (tokenized into words or subwords), and each token is turned into a vector using embeddings. &#xA;&#xA;These vectors are then passed through multiple layers of self-attention and feedforward networks. In the self-attention layers, each token looks at all other tokens and learns which ones are important for understanding its meaning. &#xA;&#xA;These layers allow the model to capture complex relationships, like grammar or context. After passing through the layers, the output is either a sequence (for tasks like translation) or a single prediction (for tasks like classification). &#xA;&#xA;Transformers are the backbone of many large language models like GPT and BERT, because of their ability to handle long-range dependencies and parallel processing.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96a77ad0340c36a2b050_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.812Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-a-transformer-model-the-attention-mechanism</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96537ad0340c36a2b047_1748948194940.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In a Transformer model, the attention mechanism plays a key role in determining how much focus each token (or word) in a sequence should give to other tokens when producing its output.&#xA;&#xA;This is done using the concepts of queries, keys, and values. Each input token is transformed into three vectors: a query vector, a key vector, and a value vector. These vectors are created by multiplying the input token’s embeddings with weight matrices.&#xA;&#xA;The dot product is used between the query and the key vectors to determine a sort of similarity in attention. The resulting value is then scaled then passed through a softmax function (where all entries sum to 1).&#xA;&#xA;In practice, Transformers use multi-head attention, where multiple sets of queries, keys, and values are computed in parallel, each with its own weight matrices.&#xA;&#xA;Each “head” captures different aspects of relationships between tokens. After all the heads compute their attention outputs, the results are concatenated and passed through a final linear transformation to produce the final output. &#xA;&#xA;C: Welch Labs&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#neuralnetworks #ml #programming #math #mathematics #machinelearning #datascience #datascientist #deeplearning #computerscience #computerengineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96537ad0340c36a2b047_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:22.812Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/transformers-like-the-ones-used-in-models-such-as</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e972b7ad0340c36a2b063_1748948194941.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Transformers, like the ones used in models such as ChatGPT, process text by taking the input sequence, understanding the context and relationships between words. &#xA;&#xA;They generate a probability distribution over the entire vocabulary of the model for the next word based on this context. &#xA;&#xA;The model then selects the most likely word (or one of the most likely) according to this distribution and appends it to the sequence. &#xA;&#xA;This process is repeated iteratively: each time a word is added, the model recalculates the probability distribution for the next word, taking into account the updated sequence.&#xA;&#xA;This is why these models generate text one word at a time, producing each word sequentially while streaming the output—this is what you see when you use ChatGPT.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#neuralnetwork #llm #math #mathematics #machinelearning #deeplearning #neuralnetworks #engineering #datascience #gpt #computerscience #computerengineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e972b7ad0340c36a2b063_1748948194941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:20.694Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/linear-regression-involves-finding-the-best</loc><lastmod>2025-06-03</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e96897ad0340c36a2b04c_1748948194940.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Linear regression involves finding the best-fitting straight line through a set of data points. This line, called the regression line, is used to predict the value of one variable based on the value of another. &#xA;&#xA;It’s drawing a line that best represents the trend in your data, also known as curve fitting.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascience #machinelearning #algorithms  #math #computerscience</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e96897ad0340c36a2b04c_1748948194940.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-06-03T10:57:21.998Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/prompt-generate-a-video-to-animate-genuin-logo</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683ea097387808ffcd6edd26_1748935832702.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Prompt: Generate a video to animate &#34;Genuin&#34; logo and then text transition it into rainbow colors  &#xA;Keep few characters like cinnamoroll, mincha and kuromi &#xA;Make this entire clip look super realistic.&#xA;&#xA;Model: Veo 2</video:description><video:content_loc>https://media.begenuin.com/temp_video/683ea097387808ffcd6edd26_1748935269673.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.521Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/prompt-a-futuristic-google-phone-launch-at-google</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683e97a18fdb3b9e4e66e14c_1748932830621.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Prompt: a futuristic google phone launch at google i/o 2050&#xA;Model: veo 2</video:description><video:content_loc>https://media.begenuin.com/temp_video/683e97a18fdb3b9e4e66e14c_1748932830621.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.517Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-jsjs</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683722adfc1e40d0b67b5b77_1748611526674.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;&#xA;sadfasf&#xA;asdfas&#xA;sdfasdf&#xA;asfasfdfa&#xA;asdfsafasfas&#xA;</video:description><video:content_loc>https://media.begenuin.com/temp_video/683722adfc1e40d0b67b5b77_1748611526674.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T13:25:34.395Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-9ecb</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683722cbfc1e40d0b67b5b7b_1748609102588.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai </video:description><video:content_loc>https://media.begenuin.com/temp_video/683722cbfc1e40d0b67b5b7b_1748609102588.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T12:45:11.981Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/google-went-to-a-little-bit-of-trouble-recently</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6721f0cffcc2b379e95022fe_1748601322192.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Google  went  to    a little  bit  of  trouble  recently  with  your  generating  historical  characters  with  some  racial  inaccuracies. Now,    I feel  like,  typically,  that  should  have  stopped  a  company  like  Google,  or  at  least  really  slowed  it  down. And  it  definitely  has  slowed  down  so  many  of  your  competitors,  no  longer  shipping  like  publicly  usable  products. But  I  feel  it&#39;s  not  stopped  you  this  time. And I  feel,  today,  everyone  in  the  in</video:description><video:content_loc>https://media.begenuin.com/temp_video/6721f0cffcc2b379e95022fe_1748601322192.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.513Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/i-think-somebody-here-mentioned-that-this-is-ai</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6721f0cffcc2b379e95022fc_1748601322192.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>I  think  somebody  here  mentioned  that  this  is  AI  Coachella. And  it  felt  like  AI  Coachella,  madness,  right? But  I  come  from  India  and  I  feel  like,  you  know,    it feels  like  this  is  an  AI  race  and  Silicon  Valley  is  like  moving  really  fast. I feel  this  sort  of  getting  left  behind. If  you  were  an  engineer  back  home  in  India,  or  you  were  an  entrepreneur  there,  what  would  you  do  to  keep  up? First  of  all,  good  to  talk  to  you </video:description><video:content_loc>https://media.begenuin.com/temp_video/6721f0cffcc2b379e95022fc_1748601322192.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.509Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/do-you-have-advice-for-these-people-how-do-you</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6721f0cffcc2b379e95022fd_1748601311941.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Do    you have  advice  for  these  people? How  do  you  get  out  of  the  competitive  exam  mindset  with  all  these  shifts  coming  about? I think  it&#39;s  a  great  question. I  think  real  success  comes  from  understanding  things  in  a  deeper  way,  right? And  I&#39;m  almost  tempted  to  go  back  to  the  movie  3  idiots  or  something  like  that. And  like,    you know,  there&#39;s  a  scene  in  there,  I    think. When  they  ask,  I&#39;m  in  the  definition  of  a  motor. And  </video:description><video:content_loc>https://media.begenuin.com/temp_video/6721f0cffcc2b379e95022fd_1748601311941.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.505Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-us-as-we-dive-into-the-next-thrilling</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67a1b1e010c223c7ee46b8fc_1748601295729.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Join us as we dive into the next thrilling journey! This video is packed with exciting twists that will keep you on the edge of your seat. Don’t miss the chance to discover insights and moments that could change your perspective entirely!</video:description><video:content_loc>https://media.begenuin.com/temp_video/67a1b1e010c223c7ee46b8fc_1748601295729.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.5Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/check-out-the-full-ai-decoded-blog-post</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683720d0fc1e40d0b67b5b5d_1748601106538.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Check out the full AI Decoded blog post: https://nvda.ws/48YKmgg&#xA;&#xA;#AIDecoded #NVIDIAPartner&#xA;&#xA;@nvidiadeveloper&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683720d0fc1e40d0b67b5b5d_1748601106538.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T10:31:58.816Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/httpswwwyoutubecomwatchvkpbqfqktqp-0-join-my</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683720ebfc1e40d0b67b5b5e_1748601106543.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>https://www.youtube.com/watch?v=KPBqFQKtqP0&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683720ebfc1e40d0b67b5b5e_1748601106543.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T10:31:58.902Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-7q89</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837215ffc1e40d0b67b5b62_1748601106553.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://www.matthewberman.com&#xA;&#xA;My Links 🔗&#xA;👉🏻 Main Channel: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Clips Channel: https://www.youtube.com/@matthewbermanclips&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Need AI Consulting? 📈&#xA;https://forwardfuture.ai/&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837215ffc1e40d0b67b5b62_1748601106553.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T10:31:58.803Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-35c8</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837214afc1e40d0b67b5b61_1748601106553.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837214afc1e40d0b67b5b61_1748601106553.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T10:31:58.711Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-gifd</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683720a7fc1e40d0b67b5b5b_1748601106538.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;Discover The Best AI Tools👇🏼&#xA;https://tools.forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 X: https://x.com/matthewberman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683720a7fc1e40d0b67b5b5b_1748601106538.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T10:31:58.708Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/nvidiadeveloper-nvidiapartner-aionrtx-join-my</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837212dfc1e40d0b67b5b60_1748601106550.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>@NVIDIADeveloper #NVIDIAPartner #AIonRTX&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837212dfc1e40d0b67b5b60_1748601106550.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T10:31:56.621Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates-nf51</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68372119fc1e40d0b67b5b5f_1748601106546.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/68372119fc1e40d0b67b5b5f_1748601106546.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T10:31:56.698Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-my-newsletter-for-regular-ai-updates</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683720c0fc1e40d0b67b5b5c_1748601106538.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683720c0fc1e40d0b67b5b5c_1748601106538.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T10:31:55.722Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-shocking-70-of-protein-sold-in-india-fails-to</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6790d58f9b161b048d78bef2_1748601098536.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>A shocking 70% of protein sold in India fails to meet safety standards. This video reveals the troubling reality of the Indian protein market, exploring import practices and ethical concerns that lead to a serious trust deficit among consumers. Don&#39;t miss the eye-opening details!</video:description><video:content_loc>https://media.begenuin.com/temp_video/6790d58f9b161b048d78bef2_1748601098536.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.495Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/why-spend-a-fortune-on-high-priced-software-when</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67a1ba58be4895d94fa0bb2f_1748601069341.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Why spend a fortune on high-priced software when there are free and powerful alternatives? Discover how you can unleash your creativity without breaking the bank. This video shares invaluable insights that&#39;ll change the way you approach your projects. Don’t miss out!</video:description><video:content_loc>https://media.begenuin.com/temp_video/67a1ba58be4895d94fa0bb2f_1748601069341.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.488Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/discover-how-empowerment-transforms-your-life-and</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68369561e57889dc308ec667_1748601012840.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Discover how empowerment transforms your life and builds confidence! This inspiring talk explores the importance of taking charge, learning from failure, and lifting others as you rise. Don’t miss out on these powerful insights to help you seize the day!</video:description><video:content_loc>https://media.begenuin.com/temp_video/68369561e57889dc308ec667_1748601012840.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.484Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/unlock-the-power-of-self-empowerment-discover-how</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/68368e72f840fd47ca9dfa5a_1748601012840.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Unlock the power of self-empowerment! Discover how to navigate life’s challenges with confidence and learn valuable lessons from setbacks. This powerful message encourages you to seize the day and uplift others, transforming obstacles into opportunities for growth. Dive in and get inspired!</video:description><video:content_loc>https://media.begenuin.com/temp_video/68368e72f840fd47ca9dfa5a_1748601012840.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.48Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/discover-the-journey-from-quietness-to-leadership</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67b73f996bd019a8713a1847_1748600990321.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Discover the journey from quietness to leadership as this speaker shares a pivotal moment in their career. Emphasizing the importance of seizing opportunities, they inspire others to embrace their potential and step into the spotlight. Don&#39;t miss these invaluable insights into personal growth!</video:description><video:content_loc>https://media.begenuin.com/temp_video/67b73f996bd019a8713a1847_1748600990321.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.473Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-a-split-second-teslas-technology-made-a-life</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6f5f91e4ded99c0bf3f_1748595530989.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>In a split second, Tesla’s technology made a life-saving call: it swerved to avoid a pedestrian but collided with an oncoming car instead.&#xA;&#xA;This shocking event in Braşov, Romania, has sparked fresh debates about how autonomous driving handles split-second emergencies and prevents accidents.&#xA;&#xA;According to reports, a pedestrian suddenly fell into the road, giving the Tesla driver almost no time to respond— leaving the car’s autopilot to make a crucial decision on the spot.&#xA;- - - - -&#xA;#tesla #crash #technology #selfdriving #emergency #autonomous #cars #accident</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6f5f91e4ded99c0bf3f_1748595530989.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T08:58:54.877Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/applying-a-convolution-to-an-image-with-a-kernel-97xk</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb95f01c999ce76b0e2b6_1748595530995.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Applying a convolution to an image with a kernel involves sliding a small matrix, known as a kernel or filter, over the image to compute a new matrix called a feature map. &#xA;&#xA;This operation detects local patterns such as edges, textures, or colors, depending on the kernel values. &#xA;&#xA;For instance, an edge-detection kernel can highlight the boundaries within the image by responding strongly to regions with high intensity changes. &#xA;&#xA;Convolutions are fundamental in convolutional neural networks (CNNs) for extracting hierarchical features from images, enabling tasks like object recognition and image classification.&#xA;&#xA;C: bot academy (yt)&#xA;&#xA;#machinelearning #neuralnetworks #datascience #math #algorithm #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb95f01c999ce76b0e2b6_1748595530995.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T08:58:54.908Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/who-wins-prompt-golden-retriever-running-through</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6fef91e4ded99c0bf40_1748595530989.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Who wins? 👀🤔 Prompt: &#34;golden retriever running through a brutalist art gallery with modern art on the walls as a single red balloon floats overhead&#34;&#xA;&#xA;Google&#39;s Veo 2 vs OpenAI Sora vs Runway - Best of 2 videos&#xA;&#xA;(🎥: ethan_mollick)</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6fef91e4ded99c0bf40_1748595530989.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T08:58:54.874Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-thing-looks-insane-in-person-the-robotaxi-is</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6f2f91e4ded99c0bf3e_1748595530989.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This thing looks insane in-person 😲🤯&#xA;&#xA;The robotaxi is a specially designed autonomous vehicle without a steering wheel or pedals, requiring regulatory approval before production. Its design features a futuristic look, with upward-opening doors resembling butterfly wings, and a compact cabin that accommodates just two passengers. It has no steering wheel, pedals, or plug — according to Musk, it uses inductive charging for wireless power replenishment.&#xA;—&#xA;&#xA;#ai #chatgpt #aitools #openai #aitips #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6f2f91e4ded99c0bf3e_1748595530989.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T08:58:54.876Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-single-neuron-in-a-neural-network-functions-as</loc><lastmod>2025-05-30</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb95b01c999ce76b0e2b5_1748595340560.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>A single neuron in a neural network functions as a little device that performs a weighted sum of its inputs, adds a bias, and then passes the result through an activation function. &#xA;&#xA;This process allows the neuron to learn and represent patterns in the data during training.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;#datascience #deeplearning #math #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb95b01c999ce76b0e2b5_1748595340560.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-30T08:55:47.184Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-are-computational-models-inspired</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb96301c999ce76b0e2b7_1748537091610.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Neural networks are computational models inspired by the brain in which individual units called neurons store numerical values and are activated based on input. &#xA;&#xA;The MNIST dataset has 28x28-pixel images, with each pixel representing an input neuron. These neurons work through the image’s data layer by layer. &#xA;&#xA;The first layer uses raw pixel values, and each subsequent layer transforms the data with weights and activation functions. &#xA;&#xA;The predicted digit is output by the final layer, with each layer’s computations guiding the next until the network produces an output. &#xA;&#xA;This enables the network to learn patterns and make predictions based on the input images.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#neuralnetworks #math #mathematics #datascience #deeplearning #engineering #coding #cs #computers #tech</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb96301c999ce76b0e2b7_1748537091610.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T16:44:54.547Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ai-just-brought-statues-to-life-created-by</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5d0f91e4ded99c0bee5_1748513243975.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>AI just brought statues to life 🗿🗽&#xA;&#xA;Created by @kodykurth using @luma_ai&#xA;&#xA;#ai #artificialintelligence #aitools #statues</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5d0f91e4ded99c0bee5_1748513243975.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:26.929Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-architecture-of-a-neural-network-for-binary-lfz8</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb95401c999ce76b0e2b3_1748513208708.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>The architecture of a neural network for binary classification typically includes multiple layers, each with specific components and functions. &#xA;&#xA;Layers such as input layers, hidden layers, output layers, and dropout layers help the network learn and form predictions.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #datascience #neuralnetworks #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb95401c999ce76b0e2b3_1748513208708.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:17.302Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/bayes-theorem-is-a-method-of-figuring-out-the-2a2s</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/677631b782a3995b411cce2e_1748513208708.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Bayes’ Theorem is a method of figuring out the probability of something occurring based on what we already know.&#xA;&#xA;When we receive new information, it allows us to update our beliefs about the situation. This concept is applied in machine learning algorithms to make predictions.&#xA;&#xA;For example, in a Naive Bayes classifier, the algorithm looks at data patterns to predict outcomes, such as whether an email is spam or not.&#xA;&#xA;The more data the algorithm receives, the more accurately it can adjust its predictions, making this concept important for tasks such as classification and decision making.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#probability #math #machinelearning #datascience #engineering #computerscience #mathematics #animation</video:description><video:content_loc>https://media.begenuin.com/temp_video/677631b782a3995b411cce2e_1748513208708.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:14.706Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/read-the-article-here</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683721f0fc1e40d0b67b5b6a_1748513208708.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Read the article here: https://www.forwardfuture.ai/p/econ-03-the-future-of-work-applying-ai-to-production&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683721f0fc1e40d0b67b5b6a_1748513208708.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:18.009Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-closer-look-at-a-perceptron-to-understand-its</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb68bf91e4ded99c0bf1c_1748513208664.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>A closer look at a perceptron to understand its basic use in a neural network.&#xA;&#xA;Credit: v3cubingx (yt)&#xA;&#xA;#machinelearning #datascience #neuralnetworks #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb68bf91e4ded99c0bf1c_1748513208664.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:14.706Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-transformers-words-are-represented-as-vectors</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb93b01c999ce76b0e2ac_1748513208665.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In transformers, words are represented as vectors through embedding matrices, which map tokens (words or subwords) into vector spaces.&#xA;&#xA;Each word or token in the input sequence is assigned a unique index, which is then used to retrieve its corresponding embedding from a pre-trained or learned embedding matrix. &#xA;&#xA;These embeddings establish the relationships between words; words with similar meanings often have similar vector representations. &#xA;&#xA;The embeddings are further refined through training to retain information about word order, allowing the transformer model to process and understand the input text effectively.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#llm #chatgpt #deeplearning #math #statistics #cs #programming #engineering #datascience #machinelearning #tech #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb93b01c999ce76b0e2ac_1748513208665.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:14.2Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/how-do-neural-networks-actually-learn-they-use</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb94301c999ce76b0e2ae_1748513208665.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>How do neural networks actually learn? &#xA;&#xA;They use weights and biases that are initially  randomized but are tweaked during the training process. &#xA;&#xA;This involves the chain rule and partial derivatives of the loss function with respect to weights and biases. &#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #datascience #deeplearning #math #neuralnetwork</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb94301c999ce76b0e2ae_1748513208665.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:14.32Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/gradient-descent-can-be-thought-of-as-finding-the</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb95001c999ce76b0e2b2_1748513208708.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Gradient descent can be thought of as finding the direction in which a ball will roll down a hill the fastest. &#xA;&#xA;Imagine a ball on the surface of a hill, where the steepest slope points directly downhill. In gradient descent, the gradient represents this steepest direction at any point on the hill. &#xA;&#xA;By subtracting the gradient, we adjust our position in the direction that most rapidly decreases the slope, much like the ball naturally moving downhill. Each step in gradient descent updates the position, aiming to reach the lowest point or the optimal solution, just as the ball rolls towards the bottom of the hill, following the path of steepest descent.&#xA;&#xA;Credit: @3blue1brown &#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #datascience #deeplearning #computerscience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb95001c999ce76b0e2b2_1748513208708.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:19.523Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/math-notation-is-useful-for-understanding-the</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb93701c999ce76b0e2ab_1748513208665.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Math notation is useful for understanding the concepts and algorithms in machine learning.&#xA;&#xA;Functions and operations such as the dot product (w⋅x), summation (∑), and derivatives (dxd) are frequently used.&#xA; &#xA;C: 3 minute data science (yt)&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#math #algorithm #machinelearning #deeplearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb93701c999ce76b0e2ab_1748513208665.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:17.898Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-are-function-approximators-as-we</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6a5f91e4ded99c0bf25_1748513208664.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Neural networks are function approximators, as we can feed it training data and make it fit some unknown target function.&#xA;&#xA;This is practical in real world scenarios since many of our problems do not have clear target solutions, it would be helpful for a model to approximate a correct value or decision for us.&#xA;&#xA;C: emergent garden (yt)</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6a5f91e4ded99c0bf25_1748513208664.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:19.202Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/1f938bfc400015ca</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67a1bf210a32ea5ca6069d25_1748513208708.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/67a1bf210a32ea5ca6069d25_1748513208708.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-10-16T07:23:18.469Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-serves-as-a-thorough-guide-to-neural</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6c2f91e4ded99c0bf2d_1748513208664.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video serves as a thorough guide to neural networks, providing clear explanations of how they function, what they can learn, and diving into advanced topics like CNNs, RNNs, and LSTMs.&#xA;&#xA;Ideal for beginners and enthusiasts, it also explores how deep learning is driving AI closer to human-like intelligence, offering in-depth discussions and practical insights.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6c2f91e4ded99c0bf2d_1748513208664.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:14.705Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-goal-of-self-attention-mechanisms-in</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/677634509dd990f7390f6610_1748513208708.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>The goal of self-attention mechanisms in transformer models is to improve word embeddings by making them more meaningful and adding context. &#xA;&#xA;By helping the model focus on the most relevant parts of a sentence, attention creates embeddings that capture the deeper connections between words, allowing it to link words together even if they are far apart. &#xA;&#xA;Due to this, the transformer can predict the next word more accurately, as not only nearby words, but also more distant ones that are important in context can be weighed against each other, leading to more natural language generation.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#neuralnetwork #artificialintelligence #math #mathematics #machinelearning #deeplearning #neuralnetworks #engineering #datascience #python #coding #computerscience #computerengineering #ml #pythonprogramming #datascientist</video:description><video:content_loc>https://media.begenuin.com/temp_video/677634509dd990f7390f6610_1748513208708.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:18.903Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-consist-of-layers-of-neurons-that</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6e2f91e4ded99c0bf38_1748513208664.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Neural networks consist of layers of neurons that transform input data through weighted connections and activation functions.&#xA;&#xA;Unlike simpler models in machine learning, neural networks can learn non-linear decision boundaries that separate data points into different classes, even when the data is not linearly separable.&#xA;&#xA;This is achieved by stacking multiple layers of neurons and using non-linear activation functions.&#xA;&#xA;C: vcubingx&#xA;&#xA;#computerscience #programming #deeplearning #datascience #machinelearning #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6e2f91e4ded99c0bf38_1748513208664.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:15.599Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/salesforce-unleashed-their-agents-at-agentforce</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/683721d9fc1e40d0b67b5b69_1748513208708.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Salesforce unleashed their agents at Agentforce 2.0&#xA;&#xA;#SalesforcePartner @salesforce &#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/683721d9fc1e40d0b67b5b69_1748513208708.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:14.298Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-multi-layer-perceptron-mlp-is-a-type-of-neural</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6e5f91e4ded99c0bf39_1748513208664.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>A Multi-Layer Perceptron (MLP) is a type of neural network where each layer consists of interconnected “neurons,” which are represented by vectors.&#xA;&#xA;Each neuron in a layer receives input from the previous layer, represented mathematically as a vector. The transformation from one layer to the next is achieved through matrix multiplication (matmul) and non-linear activation functions.&#xA;&#xA;The input vector is multiplied by a weight matrix, then added to a bias vector, and finally passed through an activation function to introduce non-linearity.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @getinto 🤖</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6e5f91e4ded99c0bf39_1748513208664.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:12.998Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-architecture-of-a-neural-network-for-binary</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6daf91e4ded99c0bf35_1748513208664.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>The architecture of a neural network for binary classification typically includes multiple layers, each with specific components and functions.&#xA;&#xA;Layers such as input layers, hidden layers, output layers, and dropout layers help the network learn and form predictions.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;#machinelearning #datascience #neuralnetworks #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6daf91e4ded99c0bf35_1748513208664.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:14.201Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/full-article-httpswwwforwardfutureaipai-and-the</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6837220bfc1e40d0b67b5b6b_1748513208747.png</video:thumbnail_loc><video:title>matthew_berman</video:title><video:description>Full article: https://www.forwardfuture.ai/p/ai-and-the-job-market&#xA;&#xA;Join My Newsletter for Regular AI Updates 👇🏼&#xA;https://forwardfuture.ai&#xA;&#xA;My Links 🔗&#xA;👉🏻 Subscribe: https://www.youtube.com/@matthew_berman&#xA;👉🏻 Twitter: https://twitter.com/matthewberman&#xA;👉🏻 Discord: https://discord.gg/xxysSXBxFW&#xA;👉🏻 Patreon: https://patreon.com/MatthewBerman&#xA;👉🏻 Instagram: https://www.instagram.com/matthewberman_ai&#xA;👉🏻 Threads: https://www.threads.net/@matthewberman_ai&#xA;👉🏻 LinkedIn: https://www.linkedin.com/company/forward-future-ai&#xA;&#xA;Media/Sponsorship Inquiries ✅ &#xA;https://bit.ly/44TC45V</video:description><video:content_loc>https://media.begenuin.com/temp_video/6837220bfc1e40d0b67b5b6b_1748513208746.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:11.617Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-a-transformer-architecture-a-simple-multi</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb94d01c999ce76b0e2b1_1748513208665.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>In a transformer architecture, a simple Multi-Layer Perceptron (MLP) is used to transform input matrices. &#xA;&#xA;It is made up of fully connected layers that perform linear transformations on the input data, followed by non-linear activations such as ReLU or GELU. &#xA;&#xA;These transformations enable the MLP to identify complex patterns and relationships in the data. &#xA;&#xA;When applied to matrices representing words or tokens, the MLP generates new representations that are useful for tasks such as language comprehension and generation, allowing the model to process and transform data across multiple layers.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#llm #deeplearning #transformer #mlp #computerscience #math #computerengineering #datascience #engineering #cs #mathematics</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb94d01c999ce76b0e2b1_1748513208665.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:10Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-architecture-of-a-neural-network-for-binary</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb69df91e4ded99c0bf22_1748513208664.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>The architecture of a neural network for binary classification typically includes multiple layers, each with specific components and functions.&#xA;&#xA;Layers such as input layers, hidden layers, output layers, and dropout layers help the network learn and form predictions.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;Join our AI community for more posts like this @getintoai 🤖&#xA;&#xA;#machinelearning #datascience #neuralnetworks #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb69df91e4ded99c0bf22_1748513208664.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:10Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/heres-a-beautiful-visualization-of-a-neural</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6c4f91e4ded99c0bf2e_1748513208664.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Here’s a beautiful visualization of a neural network approximating a function: The network adjusts its weights through training, gradually learning to map input values to correct outputs, capturing the underlying patterns of the function.&#xA;&#xA;Credit: emergent garden (yt)&#xA;&#xA;Join our AI community for more posts like this @getintoai 🤖&#xA;&#xA;#ai #tech #neuralnetworks #coding #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6c4f91e4ded99c0bf2e_1748513208664.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:07:09.508Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/linear-regression-is-a-simple-yet-powerful-qr6k</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb93f01c999ce76b0e2ad_1748512786469.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Linear regression is a simple yet powerful statistical method used to understand the relationship between two variables.&#xA;&#xA;It involves finding the best-fitting straight line through a set of data points. This line, called the regression line, is used to predict the value of one variable based on the value of another. &#xA;&#xA;For example, if you’re looking at the relationship between hours studied and test scores, linear regression can help predict test scores based on the number of hours studied. &#xA;&#xA;It’s like drawing a line that best represents the trend in your data, making it easier to see and predict relationships.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #math #datascience #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb93f01c999ce76b0e2ad_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.919Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/fourier-features-work-by-transforming-the-dxdo</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb63cf91e4ded99c0bf07_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Fourier features work by transforming the original inputs into a combination of sinusoidal waves before feeding them to the neural network.&#xA;&#xA;This transformation, inspired by the mathematical principles of the Fourier series, allows the network to capture and model intricate relationships in the data efficiently&#xA;&#xA;C: emergent garden (yt)&#xA;&#xA;#machinelearning #deeplearning #math #animation #datascience #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb63cf91e4ded99c0bf07_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:53.903Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/convolutions-involve-applying-a-filter-or-kernel</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb93201c999ce76b0e2aa_1748512786469.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Convolutions involve applying a filter, or kernel, to a grid of values (usually representing an image or matrix) in order to extract specific features or patterns. &#xA;&#xA;This procedure starts with sliding the filter across the grid, performing element-wise multiplication at each position, and summing the results to generate a new output value. &#xA;&#xA;As the filter moves across the grid, it transforms the original data and learns the low-level features, making convolutions an effective tool for image processing, signal analysis, and deep learning. &#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #deeplearning #datascience #engineering #cs #math #mathematics #tech #developer #education</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb93201c999ce76b0e2aa_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:53.903Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/here-is-a-simple-visualization-of-a-pretrained-8nvi</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb671f91e4ded99c0bf15_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Here is a simple visualization of a pretrained network with 95% accuracy on MNIST. The convolutional layer helps reduce the input size and helps the model learn only the most important features of the numbers.&#xA;&#xA;Credit: far1din (yt)&#xA;&#xA;#neuralnetworks #machinelearning #coding #algorithm #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb671f91e4ded99c0bf15_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.316Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-taylor-series-is-an-approximation-for</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6cef91e4ded99c0bf31_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>The Taylor series is an approximation for function of which an infinitely termed series will match it perfectly.&#xA;&#xA;credit: emergent garden (yt)&#xA;&#xA;#ai #tech #machinelearning #coding #technology</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6cef91e4ded99c0bf31_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.918Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/during-a-forward-pass-data-is-passed-through-an</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6b3f91e4ded99c0bf29_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>During a forward pass, data is passed through an input, then hidden layers.&#xA;&#xA;The hidden layer computes a weighted sum of its inputs, adds a bias, and applies the ReLU activation function, which outputs the value directly if it is positive and zero otherwise.&#xA;&#xA;This introduces non-linearity, enabling the network to learn complex patterns.&#xA;&#xA;Finally, the output layer processes these activations using the sigmoid function, which squishes the values to a range between 0 and 1.&#xA;&#xA;Credit: vcubingx (yt)&#xA;&#xA;#ai #chatgpt #aitools #openai #aitips #machinelearning #deeplyai</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6b3f91e4ded99c0bf29_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:53.698Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-gaussian-blur-kernel-is-a-fundamental-tool-in-yzyx</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb94901c999ce76b0e2b0_1748512786469.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>A Gaussian blur kernel is a fundamental tool in image processing and computer vision, used to reduce noise and detail in an image, creating a smooth, blurred effect.&#xA;&#xA;This kernel is derived from the Gaussian function, characterized by its bell-shaped curve, which ensures that pixels closer to the center of the kernel have higher weights and contribute more significantly to the average. &#xA;&#xA;When applying a Gaussian blur, each pixel in the image is replaced by a weighted average of its neighbors, with the weights determined by the Gaussian function. This results in a gradual transition between colors, effectively softening edges and reducing noise without introducing significant artifacts. &#xA;&#xA;The size of the kernel and the standard deviation of the Gaussian function can be adjusted to control the extent of the blurring effect. &#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#algorithms #math #animation #coding #datascience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb94901c999ce76b0e2b0_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:35.951Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-net-tries-to-learn-an-image-of-an-angry</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6a2f91e4ded99c0bf24_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Neural net tries to learn an image of an angry man.&#xA;&#xA;It shows the importance of optimization: normalizing, and choosing a desirable activation function.&#xA;&#xA;Credit: emergent garden&#xA;&#xA;#deeplearning #datascience #math #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6a2f91e4ded99c0bf24_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:35.65Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/large-language-models-llms-are-trained-using</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6adf91e4ded99c0bf27_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Large Language Models (LLMs) are trained using large datasets of text examples from books, articles, websites, and other sources.&#xA;&#xA;During training, the model processes these examples and predicts the next word or sequence of words based on the input.&#xA;&#xA;When its prediction deviates from the correct answer, an error is calculated, and backpropagation is used to adjust the model’s internal parameters (weights).&#xA;&#xA;This involves propagating the error backward through the network and updating the weights using optimization algorithms like gradient descent, gradually improving the model’s ability to generate text.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @getintoai 🤖&#xA;&#xA;#neuralnetworks #computerengineering #chatgpt #llm #mathematics #deeplearning #computerscience #coding #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6adf91e4ded99c0bf27_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:35.65Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/logistic-regression-is-the-simplest-gradient</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb68ef91e4ded99c0bf1d_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Logistic Regression is the simplest gradient descent-based model, paving the way for more advanced models like Neural Networks.&#xA;&#xA;This video offers a fun and accessible introduction to logistic regression, highlighting its significance in both statistics and machine learning.&#xA;&#xA;Through clear comparisons to linear regression, you’ll discover how logistic regression predicts probabilities, manages classifications, and evaluates variables—all delivered in StatQuest’s signature engaging style.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb68ef91e4ded99c0bf1d_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:35.65Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/convolutions-are-a-fundamental-operation-in-deep</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb636f91e4ded99c0bf05_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Convolutions are a fundamental operation in deep learning, particularly in Convolutional Neural Networks (CNNs), which are widely used for image and video processing tasks.&#xA;&#xA;A convolution involves sliding a small matrix, called a filter or kernel, over the input data to produce a feature map that highlights specific patterns such as edges, textures, and shapes.&#xA;&#xA;This operation allows CNNs to detect and learn hierarchical features from raw input data, making them highly effective for tasks like image classification, object detection, and semantic segmentation.&#xA;&#xA;C: @3blue1brown</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb636f91e4ded99c0bf05_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.213Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/his-concept-video-was-created-by-reddit-user</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6ebf91e4ded99c0bf3b_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>his concept video was created by Reddit user u/jesser722 to showcase what the future of mixed reality could look like. He used the Vision Pro to record in VR and then applied Runway&#39;s video-to-video feature with prompts to give the footage different looks. Really cool concept!&#xA;&#xA;What are your thoughts on this? 🤔&#xA;&#xA;(🎥: u/Jesser722 on Reddit)&#xA;—&#xA;&#xA;#ai #chatgpt #aitools #openai #aitips #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6ebf91e4ded99c0bf3b_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.317Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-simplifies-ai-concepts-covering</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb69bf91e4ded99c0bf21_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video simplifies AI concepts, covering everything from neural networks to AI ethics and consciousness.&#xA;&#xA;It’s a must-watch for anyone eager to understand how AI works and its transformative impact on our world.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb69bf91e4ded99c0bf21_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.898Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/gpts-or-generative-pre-trained-transformers-are</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb678f91e4ded99c0bf17_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>GPTs, or Generative Pre-trained Transformers, are language models developed in recent years.&#xA;&#xA;They are designed to understand and generate human-like text by predicting and producing the next word in a sentence based on the context provided.&#xA;&#xA;GPTs excel in a variety of language tasks, such as answering questions, translating languages, summarizing information, and creating relevant content.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#neuralnetworks #machinelearning #mathematics #deeplearning #computerengineering #programming #coding #comput</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb678f91e4ded99c0bf17_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:54.297Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/recurrent-neural-networks-rnns-are-neural</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb688f91e4ded99c0bf1b_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Recurrent Neural Networks (RNNs) are neural networks designed to recognize patterns in sequences of data. The fundamental idea behind RNNs is their ability to retain information from previous inputs. Unlike traditional neural networks, which assume all inputs are independent of each other, RNNs have connections that loop back on themselves, allowing information retention. This is good for things that require context.&#xA;&#xA;Credit: vcubingx (yt)&#xA;&#xA;#deeplearning #machinelearning #datascience #math #coding #computerscience #computerengineering #animation</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb688f91e4ded99c0bf1b_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:51.904Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-delivers-a-detailed-explanation-of</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb630f91e4ded99c0bf03_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video delivers a detailed explanation of Support Vector Machines (SVMs), breaking down essential concepts like hyperplanes, support vectors, and margin maximization.&#xA;&#xA;It explores the mathematics behind SVMs, tackles real-world challenges with soft margins, and explains the kernel trick for working with non-linear data, making it a must-watch for anyone diving into this powerful machine learning technique.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb630f91e4ded99c0bf03_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:53.698Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/if-we-are-given-a-function-we-can-always</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb632f91e4ded99c0bf04_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>If we are given a function, we can always correctly get the output based on an input.&#xA;But what happens if we are not given the function, but instead a set of points and are asked to approximate the function?&#xA;&#xA;That is when we can use neural networks. Neural networks are versatile function approximattors.&#xA;&#xA;Credit: emergent garden (yt)&#xA;&#xA;#artificialintelligence #machinelearning #algorithm #math #science #animation</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb632f91e4ded99c0bf04_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:51.721Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/transformer-layers-employ-multi-layer-perceptrons</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb668f91e4ded99c0bf12_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Transformer layers employ Multi-Layer Perceptrons (MLPs) in the feed-forward networks that connect the attention layers.&#xA;&#xA;These MLPs are made up of two dense layers and an activation function, which is frequently called GELU (Gaussian Error Linear Unit), which improves performance by smoothly approximating the ReLU and handling negative values more gracefully.&#xA;&#xA;The neurons in these MLPs correspond to individual entries in the input vectors, with each vector representing a token embedding from the sequence.&#xA;&#xA;The MLP processes each token’s vector independently, transforming it via non-linear activation and projecting it into a new feature space, enhancing the representation learned from the self-attention mechanism.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#transformers #neuralnetworks #machinelearning #math #computerscience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb668f91e4ded99c0bf12_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.717Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-u-net-is-a-convolutional-neural-network-that</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb694f91e4ded99c0bf1f_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>The U-net is a convolutional neural network that was developed for biomedical image segmentation.&#xA;&#xA;Within recent years, the U-Net architecture has also been employed in diffusion models for image generation and denoising.&#xA;&#xA;#machinelearning #ai #math #animation #neuralnetworks #algorithm</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb694f91e4ded99c0bf1f_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.918Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/when-designing-neural-networks-they-are-often</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb66ef91e4ded99c0bf14_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>When designing neural networks, they are often composed of multiple layers in a sequential form to attempt to learn the intricacies of the input.&#xA;&#xA;With this structure, we hope to learn the little features that make up the input, to try to map it to an output.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#machinelearning #deeplearning #datascience #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb66ef91e4ded99c0bf14_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:53.698Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/an-attention-layer-is-an-extremely-crucial-layer</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb691f91e4ded99c0bf1e_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>An Attention layer is an extremely crucial layer to many Large Language Models. This is where a single word vector is given context from the other words in the sentence.&#xA;&#xA;Credit: @3blue1brown&#xA;&#xA;#machinelearning #ai #chatgpt #math #algorithm #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb691f91e4ded99c0bf1e_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.113Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/classification-of-fictitious-fruit-using-a-simple</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5e6f91e4ded99c0beec_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Classification of fictitious fruit using a simple neural network.&#xA;&#xA;Credit: Sebastien Lague (YT)&#xA;&#xA;#neuralnetwork #machinelearning #math #animation #ai</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5e6f91e4ded99c0beec_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:52.717Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/gradient-descent-is-an-optimization-algorithm</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5fdf91e4ded99c0bef3_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Gradient descent is an optimization algorithm used to minimize a function by iteratively moving towards its minimum value.&#xA;&#xA;The idea is to take steps proportional to the negative of the gradient (or slope) of the function at the current point.&#xA;&#xA;The gradient represents the direction of the steepest ascent, so by subtracting the gradient from the current position, the algorithm moves in the direction of the steepest descent.&#xA;&#xA;This process is repeated until the function reaches its minimum, or the steps become sufficiently small.&#xA;&#xA;Credit: @3blue1brown&#xA;&#xA;#machinelearning #deeplearning #math #neuralnetwork #datascientist</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5fdf91e4ded99c0bef3_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:51.916Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-softmax-function-in-neural-networks-creates-a</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb67bf91e4ded99c0bf18_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>The softmax function in neural networks creates a fascinating landscape of probability surfaces, where each class gets its own “sheet” floating in high-dimensional space.&#xA;&#xA;Imagine these sheets as flexible membranes, each representing how likely an input belongs to a particular class.&#xA;&#xA;At every point in the input space, the softmax ensures only one surface can claim the highest probability, like sheets stacked on top of each other but never touching.&#xA;&#xA;Where these surfaces intersect, the points where two classes have equal probability, is where we find our decision boundaries.&#xA;&#xA;These boundaries carve up the input space into regions, with each region representing where one class dominates.&#xA;&#xA;C: vcubingx&#xA;&#xA;#neuralnetworks #machinelearning #computerscience #computerengineering #coding #animation #datascience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb67bf91e4ded99c0bf18_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:01:54.206Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/resnets-have-surged-in-popularity-in-recent-years</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb614f91e4ded99c0befb_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Resnets have surged in popularity in recent years, due to its fantastic ability to handle many convolutional layers. ”Resnet“ is the short form for residual network. A residual neural network is a model that tweaks its weights to learn residual functions given an input.&#xA;&#xA;The main idea is that if we make the model focus on learning the difference between the input image and a target image, we can lower resource use to improve efficiency.&#xA;&#xA;Credit: rupert ai&#xA;&#xA;#resnet #machinelearning #neuralnetwork #ai #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb614f91e4ded99c0befb_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.599Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/as-data-passes-through-the-layers-of-a-neural</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6a8f91e4ded99c0bf26_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>As data passes through the layers of a neural network, it undergoes a series of transformations that progressively refine the input to produce the desired output.&#xA;&#xA;Each layer applies a linear transformation using weights, which adjusts the data based on learned patterns.&#xA;&#xA;This is followed by a non-linear transformation via activation functions like ReLU or sigmoid, which introduce non-linearity and allow the network to capture complex relationships in the data.&#xA;&#xA;These transformations accumulate as the data moves through deeper layers, enabling the network to learn higher-level features from raw input, affecting the network’s predictions or classifications.&#xA;&#xA;C: vcubingx&#xA;&#xA;#computerscience #neuralnetworks #computerengineering #math #animation #machinelearning #stem #datascience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6a8f91e4ded99c0bf26_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.831Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/gradient-descent-uses-partial-derivatives-to</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb603f91e4ded99c0bef5_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Gradient descent uses partial derivatives to converge to a minima on a high dimensional plane.&#xA;&#xA;c: Artem kirsanov (yt)&#xA;&#xA;#machinelearning #fyp #math #coding #technology</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb603f91e4ded99c0bef5_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.56Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/chinas-smart-zebra-crossing-technology-is-taking</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5f1f91e4ded99c0beef_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>China’s Smart Zebra Crossing Technology is taking road safety to the next level ⚠️&#xA;&#xA;🎥 @itschina.baby&#xA;&#xA;-&#xA;&#xA;#ai #artificialintelligence #ainewscentral #tech #technology #future #china</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5f1f91e4ded99c0beef_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.425Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/while-driving-on-a-highway-at-75-mph-a-tesla</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5ddf91e4ded99c0bee9_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>While driving on a highway at 75 mph, a Tesla narrowly avoided a head-on collision thanks to the car’s automatic safety intervention.&#xA;&#xA;The Tesla detected a sudden lane change from the vehicle ahead and autonomously executed a smooth maneuver before the driver could even react.&#xA;&#xA;This remarkable response showcases Tesla’s life-saving tech in real-world situations.&#xA;&#xA;[ TeslaNewswire ]&#xA;&#xA;______&#xA;#ai #chatgpt #aitools #openai #aitips #machinelearing</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5ddf91e4ded99c0bee9_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.39Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/chatbots-are-often-built-with-transformer-models</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb92701c999ce76b0e2a9_1748512786469.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Chatbots are often built with transformer models, which use advanced machine learning techniques to interpret and respond to human input. &#xA;&#xA;These models rely on attention blocks, which let the system focus on the most significant parts of the input, making sure that it understands the context. &#xA;&#xA;They also use MLP (multi-layer perceptron) blocks to process and refine the response, resulting in greater accuracy. This combination makes Transformers ideal for producing clever chatbots with valuable responses.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#llm #chatgpt #deeplearning #math #statistics #cs #programming #engineering #datascience #machinelearning #tech #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb92701c999ce76b0e2a9_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.523Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/linear-regression-is-a-simple-yet-powerful-p4c6</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6bdf91e4ded99c0bf2b_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Linear regression is a simple yet powerful statistical method used to understand the relationship between two variables.&#xA;&#xA;It involves finding the best-fitting straight line through a set of data points. This line, called the regression line, is used to predict the value of one variable based on the value of another.&#xA;&#xA;For example, if you’re looking at the relationship between hours studied and test scores, linear regression can help predict test scores based on the number of hours studied.&#xA;&#xA;It’s like drawing a line that best represents the trend in your data, making it easier to see and predict relationships.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;#machinelearning #math #datascience #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6bdf91e4ded99c0bf2b_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.498Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/deep-learning-is-a-subfield-of-machine-learning</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5e3f91e4ded99c0beeb_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Deep learning is a subfield of machine learning that focuses on using neural networks with many layers to model and understand complex patterns in data. The network consists of an input layer, multiple hidden layers, and an output layer, each containing neurons that process and pass on information.&#xA;&#xA;Credit: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @getintoai 🤖&#xA;&#xA;#deeplearning #machinelearning #coding #math #algorithm</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5e3f91e4ded99c0beeb_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.328Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/logistic-regression-is-a-statistical-method-used-hiu4</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6ddf91e4ded99c0bf36_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Logistic regression is a statistical method used for binary classification problems, where the goal is to predict one of two possible outcomes.&#xA;&#xA;It uses the logistic function (also known as the sigmoid function) to map predicted values to probabilities between 0 and 1.&#xA;&#xA;If the probability is above a certain threshold, the input is classified into one category; otherwise, it is classified into the other.&#xA;&#xA;C: 3 minute data science (yt)</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6ddf91e4ded99c0bf36_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.428Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/math-foundations-for-machine-learning-matrix</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6eff91e4ded99c0bf3c_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Math foundations for machine learning: matrix multiplication.&#xA;&#xA;Credit: 3blue1brown (yt)&#xA;&#xA;Join our AI learning community for more posts like this @getintoai 🤖&#xA;&#xA;#fyp #machinelearning #coding #linearalgebra #physics #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6eff91e4ded99c0bf3c_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.333Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-is-a-complete-guide-to-feature</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6c0f91e4ded99c0bf2c_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video is a complete guide to feature engineering and transforming data for improved machine learning results.&#xA;&#xA;Perfect for those looking to scale their ML workflows with PySpark, it covers everything from data preprocessing to training a linear regression model. You&#39;ll learn to handle numerical and categorical features, perform imputation, feature scaling, and vector assembly.&#xA;&#xA;Greg also demonstrates how to evaluate models using regression metrics and addresses the unique challenges of working with distributed systems like Spark.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6c0f91e4ded99c0bf2c_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.142Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/bayes-theorem-is-a-method-of-figuring-out-the</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb95801c999ce76b0e2b4_1748512786469.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Bayes’ Theorem is a method of figuring out the probability of something occurring based on what we already know. &#xA;&#xA;When we receive new information, it allows us to update our beliefs about the situation. This concept is applied in machine learning algorithms to make predictions.&#xA;&#xA;For example, in a Naive Bayes classifier, the algorithm looks at data patterns to predict outcomes, such as whether an email is spam or not. &#xA;&#xA;The more data the algorithm receives, the more accurately it can adjust its predictions, making this concept important for tasks such as classification and decision making.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#probability #math #machinelearning #datascience #engineering #computerscience #mathematics #animation #3blue1brown</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb95801c999ce76b0e2b4_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.129Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/math-foundations-for-machine-learning-matrix</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb656f91e4ded99c0bf0d_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Math foundations for machine learning: matrix multiplication.&#xA;&#xA;Credit: 3blue1brown (yt)&#xA;&#xA;#fyp #machinelearning #coding #linearalgebra #physics #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb656f91e4ded99c0bf0d_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.129Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-provides-a-captivating-exploration-of</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6a0f91e4ded99c0bf23_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video provides a captivating exploration of how algorithms influence our digital lives, from recommending videos to setting product prices, while shedding light on the enigmatic, self-evolving nature of machine learning bots.&#xA;&#xA;It&#39;s a must-watch for anyone intrigued by the unseen forces shaping our online experiences, presented with clarity and a touch of humor.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6a0f91e4ded99c0bf23_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.129Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ai-is-transforming-the-way-we-create-content-dm</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6b7f91e4ded99c0bf2a_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>AI is transforming the way we create content 🔥&#xA;&#xA;DM for credit and removal.&#xA;-&#xA;&#xA;#ai #artificialintelligence #ainewscentral #ainews #tech #technews #aitools</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6b7f91e4ded99c0bf2a_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.129Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-can-be-understood-as-a-series-of</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5f7f91e4ded99c0bef1_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Neural networks can be understood as a series of transformations applied to tensors or matrices of real numbers.&#xA;&#xA;The input to a neural network is typically a tensor (a multi-dimensional array) of real numbers, representing data such as images, text, or signals.&#xA;&#xA;As this input passes through each layer of the network, it is multiplied by weight matrices and transformed by activation functions, producing new tensors at each step.&#xA;&#xA;These layers progressively extract higher-level features from the data, refining the information until the final layer generates an output.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#computerscience #neuralnetworks #computerengineering #math #machinelearning #coding #datascience #deeplearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5f7f91e4ded99c0bef1_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.148Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-is-an-example-of-hyperparameter-tuning-and</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6caf91e4ded99c0bf30_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This is an example of hyperparameter tuning and how it works not only in 1 dimension, but can be generalized to higher dimensions.&#xA;&#xA;credit: Artem kirsanov (yt)&#xA;&#xA;#machinelearning #neuralnetworks #animation #math #ai</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6caf91e4ded99c0bf30_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.024Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/convolutional-neural-networks-cnns-are-deep</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb697f91e4ded99c0bf20_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Convolutional Neural Networks (CNNs) are deep learning models used to process structured grid data such as images.&#xA;&#xA;In the forward pass of a CNN, the input (such as an image) is passed through a kernel or filter that slides across the input with a stride.&#xA;&#xA;This kernel performs element-wise multiplications on small patches of input, resulting in a feature map that highlights key features like edges or textures.&#xA;&#xA;The stride determines how much the kernel moves at each step, which influences the size of the feature map.&#xA;&#xA;After applying multiple kernels to the input, the resulting feature maps are frequently flattened into a one-dimensional vector, which can then be passed through fully connected layers to produce the final output.&#xA;&#xA;C: far1din&#xA;&#xA;#machinelearning #deeplearning #math #computerscience #engineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb697f91e4ded99c0bf20_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.733Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/these-are-ai-powered-hearview-glasses-designed-to</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb67ff91e4ded99c0bf19_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>These are AI-powered Hearview glasses designed to provide real-time captions for deaf and hard-of-hearing individuals.&#xA;&#xA;Using advanced speech recognition technology, the glasses display spoken words as text, allowing users to follow conversations seamlessly.&#xA;&#xA;Glasses: @hearview_official&#xA;Credit: @chrissymarshall_&#xA;&#xA;______&#xA;#ai #chatgpt #aitools #openai #aitips #machinelearing</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb67ff91e4ded99c0bf19_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.024Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/approximating-a-function-with-a-neural-network</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb639f91e4ded99c0bf06_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Approximating a function with a neural network involves finding the right parameters, or weights, that transform the network’s output to match the target values. In this example, the weights become the coefficients of the function.&#xA;&#xA;Credit: artem kirsanov (yt)&#xA;&#xA;#math #coding #ai #machinelearning #datascience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb639f91e4ded99c0bf06_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.733Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/feedforward-neural-networks-ffns-within</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb649f91e4ded99c0bf0b_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Feedforward neural networks (FFNs) within transformers enhance the model’s ability to recognize patterns.&#xA;&#xA;Once the self-attention mechanism has processed the input, the FFN executes two transformation steps on the output.&#xA;&#xA;This process involves two linear transformations with an activation function between them, allowing the model to better identify relationships within the data.&#xA;&#xA;By incorporating this additional processing layer, FFNs allow transformers to learn deeper features, improving their performance on tasks such as language translation and image recognition.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#3blue1brown #tech #llm #math #deeplearning #machinelearning #consulting #analyst #datascience #engineering #computerscience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb649f91e4ded99c0bf0b_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.733Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-chatgpt-words-are-represented-as-embeddings</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6d5f91e4ded99c0bf33_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>In ChatGPT, words are represented as embeddings, which are lists of numbers capturing their meanings.&#xA;&#xA;These embeddings place words in a multi-dimensional space, where similar words (like &#34;cat&#34; and &#34;dog&#34;) are closer together, and unrelated ones (like &#34;car&#34; and &#34;happiness&#34;) are farther apart.&#xA;&#xA;This representation is learned by analyzing large amounts of text, allowing the model to understand the relationships and context between words.&#xA;&#xA;For example, it knows &#34;fast&#34; relates to speed and &#34;king&#34; relates to &#34;queen,&#34; even if it hasn&#39;t seen those exact combinations before.&#xA;&#xA;This makes ChatGPT capable of generating meaningful and contextually appropriate responses.&#xA;&#xA;#ai #chatgpt #aitools #openai #aitips #machinelearning #deeplyai</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6d5f91e4ded99c0bf33_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.732Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-offers-a-clear-understanding-of-how</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb643f91e4ded99c0bf09_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video offers a clear understanding of how LLMs function and demonstrates the use of attention mechanisms in building them.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb643f91e4ded99c0bf09_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.528Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-course-offers-a-practical-introduction-to</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5d7f91e4ded99c0bee7_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This course offers a practical introduction to machine learning with scikit-learn, covering key topics like preprocessing, evaluation metrics, and meta-estimators.&#xA;&#xA;With straightforward explanations and hands-on examples, it’s perfect for beginners eager to efficiently understand and apply machine learning techniques.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5d7f91e4ded99c0bee7_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:34.027Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-is-a-comprehensive-tutorial-on</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb61ef91e4ded99c0befe_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video is a comprehensive tutorial on building a neural network from scratch using only NumPy.&#xA;&#xA;It walks you through implementing digit classification on the MNIST dataset, focusing on pure mathematical foundations like forward propagation, backpropagation, and parameter optimization.&#xA;&#xA;With clear explanations, it simplifies complex concepts and highlights the rewarding process of creating a functional AI model step by step, achieving 84% training accuracy and impressive cross-validation results.&#xA;&#xA;Don’t miss out—give it a watch and follow for more!&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb61ef91e4ded99c0befe_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.422Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-attention-mechanism-functions-like-a-matching</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb62cf91e4ded99c0bf02_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>The attention mechanism functions like a matching system, where queries act as searchers looking for relevant information among a set of keys.&#xA;&#xA;Imagine each query as a question seeking specific details, while keys are labels.&#xA;&#xA;The similarity between a query and each key determines how much attention is paid to the corresponding value.&#xA;&#xA;When a query strongly aligns with a particular key, it gets a high attention score, causing the model to focus more heavily on that associated information.&#xA;&#xA;This dynamic weighting system allows neural networks to selectively emphasize different parts of the input depending on the context, making it effective for sequence data.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#neuralnetworks #machinelearning #computerscience #computerengineering #transformers #technology #datascience #gpt #chatgpt</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb62cf91e4ded99c0bf02_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.414Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/transformers-use-the-attention-mechanism-to</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb684f91e4ded99c0bf1a_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Transformers use the attention mechanism to effectively take in input sequences, focusing on the significance of each token for a specific task.&#xA;&#xA;Transformers, unlike recurrent neural networks (RNNs), use matrix operations to process all tokens at once.&#xA;&#xA;This parallel processing speeds up and improves efficiency, allowing them to handle enormous datasets and scale up to train massive models such as GPT or BERT.&#xA;&#xA;By combining self-attention with feedforward layers, transformers manage to capture context effectively.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#3blue1brown #tech #llm #math #deeplearning #machinelearning #consulting #analyst #datascience #engineering #computerscience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb684f91e4ded99c0bf1a_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.64Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-attention-mechanism-uses-dot-products-to</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb65ef91e4ded99c0bf0f_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>The attention mechanism uses dot products to calculate importance scores between words. When processing a word (the query), it compares it against all other words (the keys) in the sequence by taking their dot product, measuring how similar their vector representations are.&#xA;&#xA;A higher dot product indicates stronger relevance.&#xA;&#xA;These raw scores are then scaled and converted to probabilities through softmax, ensuring they sum to 1.&#xA;&#xA;These probabilities determine how much each word’s information (stored in value vectors) should contribute to the final representation.&#xA;&#xA;The mechanism effectively learns which words should “pay attention” to each other.&#xA;&#xA;#transformers #chatgpt #neuralnetworks #computerscience #coding #math #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb65ef91e4ded99c0bf0f_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.405Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-3-hour-video-is-a-treasure-trove-for-anyone</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6b1f91e4ded99c0bf28_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This 3-hour video is a treasure trove for anyone starting their machine learning journey.&#xA;&#xA;It covers essential algorithms like K-Nearest Neighbors, Naive Bayes, and Neural Networks, along with tools like TensorFlow.&#xA;&#xA;Packed with step-by-step implementations and practical examples, it’s a hands-on guide perfect for beginners and aspiring data scientists.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6b1f91e4ded99c0bf28_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.539Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-a-neural-network-a-neuron-functions-as-a-small-akfy</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb675f91e4ded99c0bf16_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>In a neural network, a neuron functions as a small decision-making unit that assists in information processing.&#xA;&#xA;It receives data, combines it in a specific way, and then uses a special function (an activation function) to determine the output.&#xA;&#xA;This function adds “non-linearity,” which means that the neuron can handle more complex patterns.&#xA;&#xA;Neurons interact in layers, with each layer transforming the data slightly more until the network can make accurate predictions or recognize patterns.&#xA;&#xA;C: Emergent Garden&#xA;&#xA;#machinelearning #deeplearning #engineering #computerscience #math #computerengineering #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb675f91e4ded99c0bf16_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.539Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-provides-a-step-by-step-explanation-of</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6e9f91e4ded99c0bf3a_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video provides a step-by-step explanation of Gradient Boosting, a versatile and powerful technique for tackling regression, classification, and ranking problems.&#xA;&#xA;Ideal for data scientists, it showcases why Gradient Boosting is a trusted industry tool, its real-world strengths, and offers practical tips to prevent overfitting and improve efficiency.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6e9f91e4ded99c0bf3a_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.539Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/chatgpt-is-a-transformer-model-that-cleverly</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb661f91e4ded99c0bf10_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>ChatGPT is a transformer model that cleverly responds by predicting following words and chaining them together until they form a sentence. It impressively houses over 175 billion weights being packaged for users all over the world.&#xA;&#xA;Credit: @3blue1brown&#xA;&#xA;#machinelearning #chatgpt #ai #neuralnetworks #animation #algorithm</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb661f91e4ded99c0bf10_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.376Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/backpropagation-is-a-way-for-a-neural-network-to</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb629f91e4ded99c0bf01_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Backpropagation is a way for a neural network to learn by adjusting its weights. It starts from the final layer of the network, where the output is compared to the correct answer, and a “loss” or error is calculated to see how far off the output was.&#xA;&#xA;Backpropagation then works its way backward through the layers, figuring out how much each weight contributed to the error.&#xA;&#xA;It adjusts each weight just a little bit in the direction that reduces the loss.&#xA;&#xA;This process helps the network improve its predictions over time, learning from its mistakes to get closer to the right answer.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#machinelearning #deeplearning #datascience #computerscience #math #computerengineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb629f91e4ded99c0bf01_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.31Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-are-used-to-approximate-functions</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5faf91e4ded99c0bef2_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Neural networks are used to approximate functions when we have inputs and want to generate specific outputs without knowing the exact function (we need an approximation).&#xA;&#xA;We do this by training the network on examples, providing it with pairs of inputs and expected outputs.&#xA;&#xA;Once trained, the network can generalize and make predictions on new inputs by applying what it learned, essentially approximating the underlying function.&#xA;&#xA;C: emergent garden (yt)&#xA;&#xA;Join our AI community for more posts like this @getintoai 🤖&#xA;&#xA;#neuralnetworks #machinelearning #datascience #computerscience #computerengineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5faf91e4ded99c0bef2_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.281Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-transformers-word-or-token-vectors-live-in-a</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5edf91e4ded99c0beee_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>In transformers, word or token vectors live in a space with many, many dimensions.&#xA;&#xA;However, there’s a limit to how many distinct vectors we can have in this space if we want them to be completely independent from each other.&#xA;&#xA;To make vectors fully independent, they must be perpendicular to each other, meaning they don’t overlap in the information they represent.&#xA;&#xA;The maximum number of perpendicular vectors you can have is the same as the number of dimensions in the space (n dimensions allow at most n perpendicular vectors).&#xA;&#xA;To combat this, we can use the principle of superposition, and be a bit lenient by allowing the vectors to not be exactly perpendicular.&#xA;&#xA;This way, we can fit many more meanings and directions of words and phrases, allowing the model to have more knowledge.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#machinelearning #deeplearning #datascience #math #computerscience #gpt #transformers</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5edf91e4ded99c0beee_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.263Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-can-effectively-learn-parametric</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb63ff91e4ded99c0bf08_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Neural networks can effectively learn parametric 3D surfaces by approximating complex mappings from input parameter spaces to 3D coordinate outputs.&#xA;&#xA;By training on datasets that define the relationships between parameters (e.g., UV coordinates) and corresponding 3D points, the network learns to generalize and reconstruct surfaces accurately.&#xA;&#xA;C: emergent garden (yt)&#xA;&#xA;#neuralnetworks #deeplearning #datascience #computerscience #computerengineering</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb63ff91e4ded99c0bf08_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.278Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/applying-a-convolution-to-an-image-with-a-kernel</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6d2f91e4ded99c0bf32_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Applying a convolution to an image with a kernel involves sliding a small matrix, known as a kernel or filter, over the image to compute a new matrix called a feature map.&#xA;&#xA;This operation detects local patterns such as edges, textures, or colors, depending on the kernel values.&#xA;&#xA;For instance, an edge-detection kernel can highlight the boundaries within the image by responding strongly to regions with high intensity changes.&#xA;&#xA;Convolutions are fundamental in convolutional neural networks (CNNs) for extracting hierarchical features from images, enabling tasks like object recognition and image classification.&#xA;&#xA;C: bot academy (yt)&#xA;&#xA;#machinelearning #neuralnetworks #datascience #math #algorithm #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6d2f91e4ded99c0bf32_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.258Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/celebrity-mortal-kombat-2024-is-quite-possibly</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb623f91e4ded99c0bf00_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Celebrity Mortal Kombat 2024 is quite possibly the best thing ever made with AI.&#xA;&#xA;This was made bu @interdimensional_tv_ai using all of the latest state-of-the-art generative AI tools like Flux, Midjourney, Kling, ElevenLabs, and more.&#xA;&#xA;(🎥: @interdimensional_tv_ai)&#xA;&#xA;#ai #chatgpt #aitools #openai #aitips #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb623f91e4ded99c0bf00_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.22Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/normalization-and-the-choice-of-activation</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb665f91e4ded99c0bf11_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Normalization and the choice of activation functions are crucial elements in building effective neural networks. Normalization and the use of a correct activation function for applications can help speed up the convergence process.&#xA;&#xA;Common activation functions include ReLU, which is efficient for deep networks by mitigating the vanishing gradient problem; sigmoid, which is useful in binary classification tasks by squashing outputs between 0 and 1; and tanh, which centers data around zero, often leading to faster convergence.&#xA;&#xA;C: emergent garden (yt)&#xA;&#xA;#neuralnetworks #machinelearning #datascience #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb665f91e4ded99c0bf11_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.221Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/language-models-like-chatgpt-generate-responses</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb606f91e4ded99c0bef6_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Language models like ChatGPT generate responses by predicting the most likely next word in a sequence based on the input they receive.&#xA;&#xA;When you provide an input sentence or phrase, the model processes this input and uses its training data to calculate a probability distribution over all possible next words.&#xA;&#xA;This distribution shows how likely each word is to follow the given input. The model then selects the next word with the highest probability, adds it to the sequence, and repeats the process to generate a contextually relevant response.&#xA;&#xA;Credit: @vcubingx&#xA;&#xA;#machinelearning #deeplearning #datascience #datasci #coding #gpt #chatgpt</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb606f91e4ded99c0bef6_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.204Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/each-neuron-in-a-neural-network-builds-its-own</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb61af91e4ded99c0befd_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Each neuron in a neural network builds its own piece of the overall function by processing inputs and applying an activation function to produce an output.&#xA;&#xA;When many neurons are combined over multiple layers, they can model more complex functions by capturing intricate patterns and relationships within the data.&#xA;&#xA;This method allows the network to learn and represent complicated functions that individual neurons alone could not build.&#xA;&#xA;C: emergent garden (yt)&#xA;&#xA;#neuralnetworks #machinelearning #mathematics #deeplearning #computerscience #computerengineering #computer #programming #coding #engineering #programmer #technology #python #java #computerprogramming #computers #coder #cybersecurity #tech</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb61af91e4ded99c0befd_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.217Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/backpropagation-utilizes-the-chain-rule-of</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5eaf91e4ded99c0beed_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Backpropagation utilizes the chain rule of calculus to compute the gradient of the loss function with respect to each weight in the network.&#xA;&#xA;The chain rule allows the decomposition of the gradient into a series of simpler, local gradients that can be efficiently calculated layer by layer, from the output layer back to the input layer.&#xA;&#xA;#machinelearning #deeplearning #math #datascience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5eaf91e4ded99c0beed_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.173Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/simple-backwards-pass-example-for-one-single</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb66bf91e4ded99c0bf13_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Simple backwards pass example for one single neuron.&#xA;&#xA;Credit: Artem Kirsanov (YT)&#xA;&#xA;#machinelearning #coding #math #animation #neuralnetworks</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb66bf91e4ded99c0bf13_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.189Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-take-in-vectors-lists-of-numbers</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb617f91e4ded99c0befc_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Neural networks take in vectors (lists of numbers) and produce vectors as outputs.&#xA;&#xA;They do this by passing data through layers that mathematically change the data using activation functions and other operations.&#xA;&#xA;Each layer applies math transformations to help the network learn complex patterns in the data.&#xA;&#xA;This process allows the network to understand the relationship between inputs and outputs, making it useful for tasks like recognizing images, predicting numbers, and finding important features in data.&#xA;&#xA;C: emergent garden (yt)&#xA;&#xA;#computerscience #neuralnetworks #machinelearning #mathematics #deeplearning #computerengineering #computer #programming #coding #engineering #programmer #technology #python #java #computerprogramming #computers #coder #cybersecurity #tech</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb617f91e4ded99c0befc_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.15Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/tracking-objects-in-busy-fast-moving-scenes-is</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb645f91e4ded99c0bf0a_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Tracking objects in busy, fast-moving scenes is tough, even for advanced models like Meta’s SAM 2. That’s where SAMURAI steps in—a game-changing open-source upgrade for zero-shot tracking. It uses motion-aware memory to predict movement and refine object masks, making tracking super accurate without retraining.&#xA;&#xA;It works in real-time, crushing benchmarks with zero-shot performance and no fine-tuning needed.&#xA;&#xA;- Paper: ⁦https://arxiv.org/pdf/2411.11922⁩&#xA;- Code: ⁦https://github.com/yangchris11/samurai⁩&#xA;- License: Apache-2.0&#xA;&#xA;What are your thoughts on this? ☝️&#xA;&#xA;🎥 Via: yangchris11 (GitHub)&#xA;&#xA;#ai #machinelearning #deeplearning #computervision #objecttracking #tech #innovation #opensource #artificialintelligence</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb645f91e4ded99c0bf0a_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.105Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/here-are-some-common-yet-useful-math-notations-aw9z</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb600f91e4ded99c0bef4_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Here are some common yet useful math notations for machine learning.&#xA;&#xA;Math notation is useful for understanding the concepts and algorithms in machine learning.&#xA;&#xA;Functions and operations such as the the predicted value (ŷ), summation (∑), and derivative (d/dx) are used frequently.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;#math #datascience #machinelearning #deeplearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb600f91e4ded99c0bef4_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:33.042Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/machine-learning-and-the-curve-fitting-problem</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb620f91e4ded99c0beff_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Machine learning and the curve fitting problem explained.&#xA;&#xA;The problem can be generalized, meaning that the neural network can fit any curve.&#xA;&#xA;credit: emergent garden (yt)&#xA;&#xA;#fyp #coding #math #machinelearning #algorithm</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb620f91e4ded99c0beff_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.965Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/loss-functions-are-a-way-to-ensure-a-general</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb65af91e4ded99c0bf0e_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Loss functions are a way to ensure a general agreement on the performance of a curve being fit.&#xA;&#xA;Credit: Artem kirsanov (yt)&#xA;&#xA;#fyp #machinelearning #datascience #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb65af91e4ded99c0bf0e_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.915Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/language-models-like-chatgpt-generate-responses</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5e0f91e4ded99c0beea_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Language models like ChatGPT generate responses by predicting the most likely next word in a sequence based on the input they receive.&#xA;&#xA;When you provide an input sentence or phrase, the model processes this input and uses its training data to calculate a probability distribution over all possible next words.&#xA;&#xA;This distribution shows how likely each word is to follow the given input. The model then selects the next word with the highest probability. This chain goes on to form large text portions.&#xA;&#xA;Credit: vcubingx&#xA;&#xA;#machinelearning #deeplearning #datascience #chatgpt</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5e0f91e4ded99c0beea_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.834Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-offers-an-in-depth-exploration-of</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb611f91e4ded99c0befa_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video offers an in-depth exploration of attention mechanisms in deep learning, showcasing how they improve tasks like machine translation and image captioning by zeroing in on relevant input features.&#xA;&#xA;It’s a must-watch for those intrigued by the evolution of attention, from foundational concepts to the groundbreaking Transformer architecture that transformed NLP.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb611f91e4ded99c0befa_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.82Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-curve-fitting-problem-find-the-best-curve-to</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5f4f91e4ded99c0bef0_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>The curve fitting problem: find the best curve to represent the data.&#xA;&#xA;credit: artem kirsanov (yt)&#xA;&#xA;Want more machine learning/AI videos? Follow @aibutsimple for more 🤖&#xA;&#xA;#ai #machinelearning #math #algorithm</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5f4f91e4ded99c0bef0_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.826Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-takes-you-on-a-fascinating-journey</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb60ff91e4ded99c0bef9_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video takes you on a fascinating journey through the history and mechanics of modern AI, from AlexNet to ChatGPT, revealing how &#34;dumb&#34; compute blocks evolve into extraordinary intelligence.&#xA;&#xA;It’s a must-watch for anyone interested in the evolution of neural networks, the interplay of data and compute, and the intricate complexity of AI’s inner workings.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb60ff91e4ded99c0bef9_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.804Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/here-is-a-beautiful-visualization-of-a-neural</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb609f91e4ded99c0bef7_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Here is a beautiful visualization of a neural network classifier using a simple structure. The goal of the network is to develop a decision boundary for 5 spirals, and to be able to classify new data into one of five categories.&#xA;&#xA;Credit: vcubingx (yt)&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #neuralnetworks #ai&#xA;#math #animation</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb609f91e4ded99c0bef7_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.743Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-breaks-down-how-machine-learning</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5caf91e4ded99c0bee3_1748512786466.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video breaks down how machine learning models improve their learning using optimizers, with a focus on Adam—the most popular choice.&#xA;&#xA;It’s perfect for anyone curious about why Adam outperforms other optimizers like SGD and RMSProp.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5caf91e4ded99c0bee3_1748512786466.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.755Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/i-love-how-happy-they-all-are-a-teacher-motivates</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb64cf91e4ded99c0bf0c_1748512786468.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>I love how happy they all are&#xA;&#xA;A teacher motivates students by using AI-generated images of their future selves based on their ambitions&#xA;&#xA;(🎥: @froggyups on X)&#xA;&#xA;#ai #chatgpt #aitools #openai #aitips #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb64cf91e4ded99c0bf0c_1748512786468.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.761Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/transformers-are-a-powerful-type-of-model-in</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5d3f91e4ded99c0bee6_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Transformers are a powerful type of model in machine learning, especially for language tasks.&#xA;&#xA;They work by turning words into mathematical forms called vector embeddings, which are like coordinates that represent the meaning and context of each word.&#xA;&#xA;This helps the model understand the relationships between words. The unique feature of transformers is attention, a mechanism that allows the model to focus on important words in a sentence, even if they’re far apart.&#xA;&#xA;For example, in a long sentence, the model can link a noun at the beginning to a description at the end, recognizing which words are key to understanding the overall meaning.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @getintoai 🤖&#xA;&#xA;#neuralnetworks #coding #transformer #machinelearning #gpt #math #algorithms #cs #datascience #dataanalyst</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5d3f91e4ded99c0bee6_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.738Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/linear-regression-is-a-simple-statistical-method</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c584b277692637345b7_1748512786454.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Linear regression is a simple statistical method used to predict the value of a dependant variable given some independent variable inputs&#xA;&#xA;It involves finding the best-fitting straight line through a set of data points. This line, called the regression line, is used to predict the value of one variable based on the value of another. &#xA;&#xA;It’s like drawing a line that best represents the trend in your data, also known as curve fitting.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascience #machinelearning #algorithms  #math #computerscience</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c584b277692637345b7_1748512786454.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.472Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-provides-a-clear-and-engaging</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb6e0f91e4ded99c0bf37_1748512786469.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video provides a clear and engaging introduction to neural networks, demonstrating how they identify patterns, such as handwritten digits, while building a strong foundation for more advanced machine learning concepts.&#xA;&#xA;It’s perfect for beginners who want to understand the structure and function of neural networks without being bogged down by technical jargon.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb6e0f91e4ded99c0bf37_1748512786469.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.424Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/here-is-a-simple-visualization-of-a-pretrained</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5baf91e4ded99c0bede_1748512786466.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Here is a simple visualization of a pretrained network with 95% accuracy on MNIST. The convolutional layer helps reduce the input size and helps the model learn only the most important features of the numbers.&#xA;&#xA;📸: far1din (yt)&#xA;&#xA;#ai #chatgpt #aitools #openai #aitips #machinelearning #deeplyai</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5baf91e4ded99c0bede_1748512786466.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.367Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-provides-visual-explanations-to</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb60df91e4ded99c0bef8_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video provides visual explanations to simplify the core concept of gradient descent in machine learning, making it an essential resource for understanding how models learn from data. The only element missing is an animation of a 13,000-dimensional graph.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb60df91e4ded99c0bef8_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.35Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/example-of-a-sliding-window-convolution-to-blur-a</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5cdf91e4ded99c0bee4_1748512786466.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Example of a sliding window convolution to blur a picture of Mario.&#xA;&#xA;Isn’t it amazing?&#xA;&#xA;Credit: @3blue1brown&#xA;&#xA;#machinelearning #animation #math #algorithm</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5cdf91e4ded99c0bee4_1748512786466.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.322Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/logistic-regression-is-a-statistical-method-used</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c554b277692637345b6_1748512786454.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Logistic regression is a statistical method used for classification tasks (binary and multi), where the goal is to predict the probability that a given input belongs to a class. &#xA;&#xA;Unlike linear regression, which outputs a continuous value, logistic regression uses a logistic function to model the probability of the target variable belonging to one of two categories, mapping any input to a value between 0 and 1. &#xA;&#xA;The decision boundary in logistic regression is typically a linear line (or a hyperplane in higher dimensions) that separates the input space into as many regions as there are classes, each corresponding to a possible class. &#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascience #machinelearning #deeplearning #computerscience #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c554b277692637345b6_1748512786454.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:32.196Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/overfitting-occurs-when-a-model-learns-not-only</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c4e4b277692637345b4_1748512786454.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Overfitting occurs when a model learns not only the underlying patterns in the training data but also the noise and outliers, resulting in poor generalization to new data.&#xA;&#xA;Overfitting in classification and regression can be visually identified by examining decision boundaries and regression lines. In classification, an overfitted model will show complex decision boundaries that tightly follow the contours of the training data, including noise and outliers.&#xA;&#xA;A well-generalized model would have smoother and more generalized decision boundaries.&#xA;&#xA;In regression, overfitting can be seen when the regression line or curve fits the training data points too closely. &#xA;&#xA;An overfitted regression line will show extreme fluctuations, bending sharply to pass through nearly all data points, including outliers. &#xA;&#xA;A properly fitted regression line will be smoother, capturing the overall trend while ignoring minor deviations and noise.&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #datascience #deeplearning #coding #computerscience</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c4e4b277692637345b4_1748512786454.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:30.979Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/logistic-regression-is-a-statistical-model-used</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572ce04b277692637345b9_1748512786460.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Logistic regression is a statistical model used for binary classification tasks, where the goal is to predict one of two possible outcomes. Unlike linear regression, which predicts a continuous value, logistic regression predicts the probability that an input belongs to a particular class. &#xA;&#xA;The model uses the logistic function, also known as the sigmoid function, which maps any real-valued number into a value between 0 and 1. &#xA;&#xA;The logistic function creates an S-shaped curve (sigmoid curve). This S-shaped curve allows logistic regression to output probabilities, making it a suitable choice for classification problems where we want to determine the likelihood of an input belonging to a specific category.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #math #coding #datascience #neuralnetworks</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572ce04b277692637345b9_1748512786460.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:30.949Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-video-provides-an-in-depth-guide-to</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5aef91e4ded99c0bedc_1748512786466.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>This video provides an in-depth guide to implementing convolutional layers, detailing forward and backward passes, including kernel, bias, and input gradients.&#xA;&#xA;It introduces essential concepts like binary cross-entropy loss and sigmoid activation, applying them to MNIST digit classification.&#xA;&#xA;A must-watch for anyone learning deep learning from the ground up.&#xA;&#xA;#MachineLearning #AI #DataScience #ArtificialIntelligence #MLAlgorithms</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5aef91e4ded99c0bedc_1748512786466.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:30.825Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/fourier-features-work-by-transforming-the</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c4a4b277692637345b3_1748512786454.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Fourier features work by transforming the original inputs into a combination of sinusoidal waves before feeding them to the neural network. &#xA;&#xA;This transformation, inspired by the mathematical principles of the Fourier series, allows the network to capture and model intricate relationships in the data efficiently&#xA;&#xA;C: emergent garden (yt)&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#machinelearning #deeplearning #math #animation #datascience #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c4a4b277692637345b3_1748512786454.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:30.737Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-gaussian-blur-kernel-is-a-fundamental-tool-in</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5c4f91e4ded99c0bee1_1748512786466.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>A Gaussian blur kernel is a fundamental tool in image processing and computer vision, used to reduce noise and detail in an image, creating a smooth, blurred effect.&#xA;&#xA;This kernel is derived from the Gaussian function, characterized by its bell-shaped curve, which ensures that pixels closer to the center of the kernel have higher weights and contribute more significantly to the average.&#xA;&#xA;When applying a Gaussian blur, each pixel in the image is replaced by a weighted average of its neighbors, with the weights determined by the Gaussian function. This results in a gradual transition between colors, effectively softening edges and reducing noise without introducing significant artifacts.&#xA;&#xA;The size of the kernel and the standard deviation of the Gaussian function can be adjusted to control the extent of the blurring effect.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;#algorithms #math #animation #coding #datascience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5c4f91e4ded99c0bee1_1748512786466.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:30.73Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/mean-squared-error-mse-is-a-popular-and-useful</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6757298d4b27769263734576_1748512786454.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Mean Squared Error (MSE) is a popular and useful loss function in deep learning, used to measure the average squared difference between predicted and actual values.&#xA;&#xA;By penalizing larger errors more significantly, MSE helps optimize neural network weights during training through gradient descent. &#xA;&#xA;This optimization ensures the model learns to make more accurate predictions over time, making MSE a fundamental tool in regression tasks. &#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#datascience #machinelearning #deeplearning #math</video:description><video:content_loc>https://media.begenuin.com/temp_video/6757298d4b27769263734576_1748512786454.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:27.033Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/backpropagation-explained-in-very-simple-terms-on</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5c7f91e4ded99c0bee2_1748512786466.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Backpropagation explained in very simple terms on an MNIST example.&#xA;&#xA;c: 3blue1brown&#xA;&#xA;Join our AI community for more posts like this @getintoai 🤖&#xA;&#xA;#ai #tech #animation #coding #machinelearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5c7f91e4ded99c0bee2_1748512786466.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:26.945Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-multi-armed-bandit-problem-is-a-decision</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5b6f91e4ded99c0bedd_1748512786466.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>The multi-armed bandit problem is a decision-making challenge in which a player must choose between several slot machines, each with an unknown chance of winning.&#xA;&#xA;The goal is to maximize rewards over time by balancing two strategies: exploration, which involves trying different machines to learn about their payouts, and exploitation, which means sticking with the machine that has provided the best reward so far.&#xA;&#xA;The challenge is to find the right balance of these strategies, as focusing too much on one can lead to poor results. Algorithms such as epsilon-greedy and UCB aim to strike an effective balance between exploration and exploitation.&#xA;&#xA;C: ML Mania&#xA;&#xA;Join our AI community for more posts like this @getintoai 🤖&#xA;&#xA;#reinforcementlearning #deeplearning #math #machinelearning #consulting #analyst #datascience #engineering #computerscience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5b6f91e4ded99c0bedd_1748512786466.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:26.939Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/discover-how-ai-thinks-in-real-time-data</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5daf91e4ded99c0bee8_1748512786467.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Discover how AI “thinks” in real-time! 😲&#xA;&#xA;Data scientist Santiago Ortiz created a stunning project that visualizes how language models like ChatGPT generate and connect ideas.&#xA;&#xA;By exploring the phrase “Intelligence is” in hundreds of ways, he reveals the hidden patterns behind AI’s thought process.&#xA;&#xA;This groundbreaking visualization makes complex AI systems simple and fascinating to understand!&#xA;- - - - -&#xA;#ai #artificialintelligence #machinelearning #technology #tech #innovation #programming #datascience #robotics</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5daf91e4ded99c0bee8_1748512786467.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:26.891Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-neuron-in-a-neural-network-receives-multiple</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5c1f91e4ded99c0bee0_1748512786466.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>A neuron in a neural network receives multiple inputs, processes them using a weighted sum and an activation function, and produces an output that is passed to the next layer as an input in the network. This magic of taking data, determining the importance of the data, and passing it on is the baseline of how the network functions.&#xA;&#xA;Credit: emergent garden (yt)&#xA;&#xA;#machinelearning #animation #math #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5c1f91e4ded99c0bee0_1748512786466.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:26.829Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/activation-functions-in-deep-learning-are-crucial</loc><lastmod>2025-05-29</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb5bdf91e4ded99c0bedf_1748512786466.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Activation functions in deep learning are crucial for neural networks because they add a non-linearity, allowing the network to learn complex patterns.&#xA;&#xA;The sigmoid function, which outputs values from 0- 1, is useful for making predictions in binary classification tasks. ReLU, which outputs the input if it’s positive and zero if it’s not, is popular because it helps the network learn faster and avoids some training problems.&#xA;&#xA;Credit: vcubingx (yt)&#xA;&#xA;#machinelearning #neuralnetworks #datascience</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb5bdf91e4ded99c0bedf_1748512786466.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-29T10:00:26.806Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neurons-in-neural-networks-learn-to-interpret-rj7s</loc><lastmod>2025-05-28</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6776347d9dd990f7390f6611_1748435650318.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Neurons in neural networks learn to interpret features, like edges in images, by taking weighted sums of their inputs. &#xA;&#xA;When an image is passed through a neural network, each pixel or region of the image corresponds to an input value for the neurons in the network. &#xA;&#xA;These neurons apply a set of weights to each input, which determines how much influence each pixel has on the neuron’s output. &#xA;&#xA;The weighted sum of these inputs is then passed through an activation function, which helps the network decide which features are most important. During training, the network adjusts these weights using algorithms like backpropagation.&#xA;&#xA;For example, early layers of the network might learn to detect basic features like horizontal or vertical edges, while deeper layers combine these basic features to recognize more complex patterns. &#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#neuralnetworks #math #mathematics #datascience #deeplearning #engineering #coding #cs #computers #tech</video:description><video:content_loc>https://media.begenuin.com/temp_video/6776347d9dd990f7390f6611_1748435650318.mp4</video:content_loc><video:player_loc></video:player_loc><video:publication_date>2025-05-28T12:34:15.223Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/comment-data-for-a-free-data-science-starter-kit</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572ce84b277692637345bb_1742995996673.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Comment “data” for a FREE data science starter kit 📊 (supervised, unsupervised, data processing)&#xA;&#xA;A normal distribution is a bell-shaped curve that shows how data points are spread around the mean (average) value. &#xA;&#xA;Most data points in a normal distribution cluster around the mean, with fewer appearing as you move further away in either direction. &#xA;&#xA;The shape is symmetrical, meaning both sides of the curve are mirror images. &#xA;&#xA;A histogram is a type of bar graph that helps visualize this distribution by dividing data into intervals (called bins) and showing how many data points fall into each bin. &#xA;&#xA;If the data follows a normal distribution, the histogram will resemble the familiar bell curve.&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572ce84b277692637345bb_1742995996673.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>2237</video:view_count><video:publication_date>2025-05-13T05:02:27.416Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/linear-regression-is-a-statistical-method-used-to</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572ce44b277692637345ba_1742995996678.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Linear regression is a statistical method used to model the relationship between variables. It assumes a linear connection between input features (independent variables) and an output (dependent variable). The goal is to find the best-fitting straight line through the data points.&#xA;&#xA;This line is described by an equation: y = mx + b, where:&#xA;&#xA;y is the predicted output&#xA;x is the input feature&#xA;m is the slope (how much y changes for each unit change in x)&#xA;b is the y-intercept (where the line crosses the y-axis)&#xA;The model learns by minimizing the difference between its predictions and actual values in the training data. Once trained, it can make predictions for new inputs.&#xA;&#xA;Linear regression is widely used due to its simplicity, interpretability, and effectiveness for many real world problems. It helps create an understanding for more complex machine learning algorithms.&#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#computerscience #computerengineering #math #machinelearning #coding #datascience #statistics</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572ce44b277692637345ba_1742995996678.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>2222</video:view_count><video:publication_date>2025-05-13T05:04:36.793Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/gradient-descent-is-a-method-used-in-machine</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572e014b277692637345bf_1742908136111.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Gradient descent is a method used in machine learning to make a model better by finding the lowest point of a function, which represents the best performance. &#xA;&#xA;It works by making small changes to the model’s parameters in the direction that reduces errors the most.&#xA;&#xA;c:@3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572e014b277692637345bf_1742908136111.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>2240</video:view_count><video:publication_date>2025-05-13T05:13:03.938Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/linear-regression-is-a-simple-yet-powerful</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67724191fc9805f40980fa53_1742908136111.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>Linear regression is a simple yet powerful statistical method used to understand the relationship between two variables.&#xA;&#xA;It involves finding the best-fitting straight line through a set of data points. This line, called the regression line, is used to predict the value of one variable based on the value of another.&#xA;&#xA;For example, if you’re looking at the relationship between hours studied and test scores, linear regression can help predict test scores based on the number of hours studied.&#xA;&#xA;It’s like drawing a line that best represents the trend in your data, making it easier to see and predict relationships.&#xA;&#xA;C: 3 minute data science (yt)&#xA;&#xA;#machinelearning #math #datascience #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/67724191fc9805f40980fa53_1742908136111.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>2290</video:view_count><video:publication_date>2025-05-13T04:54:15.245Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/1ed7b78e248015f5</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67b741396acf62285114dee0_1742210694534.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:content_loc>https://media.begenuin.com/temp_video/67b741396acf62285114dee0_1742210694534.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>2844</video:view_count><video:publication_date>2025-10-16T07:23:18.465Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/metas-moviegen-is-trained-on-your-reels-ai</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf2744c5c028a8a3f6f1_1741066406084.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Meta&#39;s MovieGen is trained on your reels😲&#xA;&#xA;#ai #moviegen #meta #video</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf2744c5c028a8a3f6f1_1741066406084.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3709</video:view_count><video:publication_date>2025-05-13T05:04:21.899Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/dog-filters-and-shady-pictures-are-back-closer-to</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777ceeb44c5c028a8a3f6ec_1741066406130.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Dog filters and shady pictures are back - closer to your eyes than ever</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777ceeb44c5c028a8a3f6ec_1741066406130.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3622</video:view_count><video:publication_date>2025-05-13T04:55:32.36Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/world-models-might-be-the-next-big-thing-for-ai</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf1044c5c028a8a3f6ef_1741066406089.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>World models might be the next big thing for AI companies</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf1044c5c028a8a3f6ef_1741066406089.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3621</video:view_count><video:publication_date>2025-05-13T05:11:35.247Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-softmax-function-transforms-a-set-of-numbers</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572f294b277692637345c9_1741066406132.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>The softmax function transforms a set of numbers (logits) into probabilities that add up to 1, making them useful for generation. &#xA;&#xA;When we add temperature, it’s like adding a control to adjust how “decisive” these choices become.&#xA;&#xA;A low temperature (like 0.1) makes the model choose definite higher values– if it sees logits showing slight preferences, it will strongly commit to the highest ones. &#xA;&#xA;High temperature (like 2.0) does the opposite – it makes the model more uncertain and willing to consider options more equally, like a judge who sees shades of gray in every decision. &#xA;&#xA;C: @3blue1brown&#xA;&#xA;Join our AI community for more posts like this @aibutsimple 🤖&#xA;&#xA;#computerscience #computerengineering #math #machinelearning #coding #datascience #statistics</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572f294b277692637345c9_1741066406132.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3629</video:view_count><video:publication_date>2025-05-13T05:06:46.108Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/0-to-300-million-dollars-in-a-few-days</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf0744c5c028a8a3f6ee_1741066406089.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>0 to 300 Million Dollars in a few days! 🤯💸</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf0744c5c028a8a3f6ee_1741066406089.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3590</video:view_count><video:publication_date>2025-05-13T05:10:07.716Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/sam-altman-dropped-the-biggest-news-of-this-year</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777ceff44c5c028a8a3f6ed_1741066406130.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Sam Altman dropped the biggest news of this year! 🤯</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777ceff44c5c028a8a3f6ed_1741066406130.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3659</video:view_count><video:publication_date>2025-05-13T03:55:09.7Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/what-are-your-thoughts-on-this</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf3c44c5c028a8a3f6f3_1741066406084.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>What are your thoughts on this?</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf3c44c5c028a8a3f6f3_1741066406084.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3630</video:view_count><video:publication_date>2025-05-13T05:02:56.061Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/robots-can-now-sense-touch</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf1e44c5c028a8a3f6f0_1741066406089.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Robots can now sense touch! 😳👇</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf1e44c5c028a8a3f6f0_1741066406089.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3657</video:view_count><video:publication_date>2025-05-13T05:08:26.611Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/from-total-darkness-to-seeing-the-world-in-ways</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf5b44c5c028a8a3f6f6_1741066406081.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>From total darkness to seeing the world in ways never before possible.🧠👁️</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf5b44c5c028a8a3f6f6_1741066406081.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3658</video:view_count><video:publication_date>2025-05-13T05:04:07.345Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/have-you-tried-this</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf3444c5c028a8a3f6f2_1741066406084.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Have you tried this?</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf3444c5c028a8a3f6f2_1741066406084.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3650</video:view_count><video:publication_date>2025-05-13T05:06:41.34Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/splat-this-splat-that-but-splat-what-a-gaussian</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf7044c5c028a8a3f6f8_1741066406080.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Splat this splat that but splat what? &#xA;A Gaussian splat has often been exciting, but lacked the reliability so far &#xA;This might change soon enough.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf7044c5c028a8a3f6f8_1741066406080.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3639</video:view_count><video:publication_date>2025-05-13T04:59:14.203Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/thoughts-on-vision-os-20-the-pace-at-which-the</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf4844c5c028a8a3f6f4_1741066406082.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Thoughts on Vision OS 2.0 &#xA;&#xA;The pace at which the Vision Pro is getting better is super exciting. This generation of the device is only for developers, and now they have some really cool ways to make the device a canvas for new ideas. &#xA;&#xA;#visionos #apple #visionpro #technologynews</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf4844c5c028a8a3f6f4_1741066406082.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3567</video:view_count><video:publication_date>2025-05-13T05:09:05.078Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ad-blockers-will-die-soon-heres-how-that-happened</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf5444c5c028a8a3f6f5_1741066406082.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Ad Blockers will die soon. Here’s how that happened:</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf5444c5c028a8a3f6f5_1741066406082.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3617</video:view_count><video:publication_date>2025-05-13T04:58:34.923Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/understanding-superlinear-returns-unlocks-a-lot</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cfbd44c5c028a8a3f700_1741066406077.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Understanding Superlinear Returns Unlocks a lot of clarity &#xA;&#xA;Superlinear returns occur when incremental improvements lead to disproportionate rewards.&#xA;&#xA;Comparison: Unlike linear progress, where effort equals results, superlinear returns create exponential growth.&#xA;The Mechanism of Superlinear Returns&#xA;&#xA;Compounding Effect: Small gains build on each other, creating a snowball effect.&#xA;Business Example: A slight edge in product quality or customer service can capture a larger market share.&#xA;Personal Growth: Consistently pushing beyond comfort zones can unlock new levels of skill and understanding.&#xA;&#xA;Focus on Compounding Activities: Engage in tasks that create lasting value.&#xA;Prioritize Learning: Continuously seek knowledge and improvement.&#xA;Take Risks: Make calculated decisions that push boundaries.&#xA;Surround Yourself with Talent: Collaborate with individuals who challenge and inspire.&#xA;Be Persistent: Initial progress may feel slow, but consistency leads to rapid acceleration over time.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cfbd44c5c028a8a3f700_1741066406077.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3652</video:view_count><video:publication_date>2025-05-13T05:05:41.501Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/metas-llama-33-is-going-to-be-a-game-changer</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf9044c5c028a8a3f6fb_1741066406078.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Meta&#39;s Llama 3.3 is going to be a game changer! 💯</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf9044c5c028a8a3f6fb_1741066406078.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3648</video:view_count><video:publication_date>2025-05-13T05:08:53.348Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/make-one-to-throw-away-thats-how-we-get-good-at</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf6944c5c028a8a3f6f7_1741066406080.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Make one to throw away. &#xA;That’s how we get good at anything. &#xA;&#xA;“To make something good, just do it. To make something great, just re-do it, re-do it, re-do it.” This advice underscores the idea that excellence is often achieved through repeated efforts and refinements. The process of creating something exceptional involves not just the initial act of creation but also the willingness to revisit and improve upon it. This iterative approach allows creators to refine their work, learn from mistakes, and ultimately produce something of higher quality than what was initially conceived&#xA;&#xA;Kelly’s advice is particularly relevant in creative fields where the pressure to produce perfect work on the first try can be overwhelming. By encouraging a mindset of continuous improvement, Kelly suggests that creators should focus on progress rather than perfection. This perspective can be liberating, as it allows individuals to embrace mistakes as part of the learning process. It also aligns with the idea that creativity is not a linear journey but a cyclical one, where each iteration brings new insights and opportunities for growth. By adopting this approach, creators can maintain momentum and enthusiasm, knowing that each revision brings them closer to their vision&#xA;&#xA;Furthermore, Kelly’s advice highlights the importance of persistence and resilience in the creative process. The act of repeatedly revisiting and refining work requires a commitment to one’s craft and a belief in the value of continuous improvement. This mindset not only enhances the quality of the final product but also fosters personal growth and development. As creators engage in this cycle of creation and revision, they develop a deeper understanding of their work and their capabilities. Ultimately, Kelly’s advice serves as a reminder that greatness is not a destination but a journey, one that is marked by dedication, </video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf6944c5c028a8a3f6f7_1741066406080.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3559</video:view_count><video:publication_date>2025-05-13T04:53:25.415Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-1-x-neo-might-be-all-the-rage-right-now-what</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf9744c5c028a8a3f6fc_1741066406078.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>The 1X Neo might be all the rage right now. &#xA;What might go behind training such humanoid robots though?</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf9744c5c028a8a3f6fc_1741066406078.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3715</video:view_count><video:publication_date>2025-05-13T04:58:17.833Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/hyperscape-is-that-sort-of-thing-you-should-try</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cfdd44c5c028a8a3f702_1741066406076.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Hyperscape is that sort of thing you should try to believe how good tech is getting.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cfdd44c5c028a8a3f702_1741066406076.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3578</video:view_count><video:publication_date>2025-05-13T05:02:39.739Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/these-ai-squads-are-organizing-themselves-and</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cf8944c5c028a8a3f6fa_1741066406078.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>These AI squads are organizing themselves and showing amazing results! 🤯🚀</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cf8944c5c028a8a3f6fa_1741066406078.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3581</video:view_count><video:publication_date>2025-05-13T05:01:55.03Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-best-part-is-meta-released-their-secrets-and</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cfa344c5c028a8a3f6fd_1741066406078.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>The best part is META released their secrets and if you wanna know then follow for part 2! 🔥&#xA;&#xA;#ai #meta #moviegen</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cfa344c5c028a8a3f6fd_1741066406078.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3622</video:view_count><video:publication_date>2025-05-13T05:06:38.791Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/does-this-count-as-time-travel-what-do-you-guys</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cfe944c5c028a8a3f703_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Does this count as time travel? What do you guys think?</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cfe944c5c028a8a3f703_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3777</video:view_count><video:publication_date>2025-05-13T05:01:16.726Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/worlds-first-ai-designed-3-d-printed-rocket-engine</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cfaa44c5c028a8a3f6fe_1741066406077.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>World&#39;s First AI Designed 3D-printed Rocket Engine 🤯🚀</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cfaa44c5c028a8a3f6fe_1741066406077.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3666</video:view_count><video:publication_date>2025-05-13T04:58:01.033Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/who-do-you-think-is-behind-this-leak</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cfb244c5c028a8a3f6ff_1741066406077.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Who do you think is behind this leak! 😳</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cfb244c5c028a8a3f6ff_1741066406077.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3682</video:view_count><video:publication_date>2025-05-13T05:07:01.728Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/can-get-so-caught-up-with-ai-that-we-forget-a-lot</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d00e44c5c028a8a3f706_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Can get so caught up with AI that we forget a lot of tech was toast this year too - here’s some of them</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d00e44c5c028a8a3f706_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3637</video:view_count><video:publication_date>2025-05-13T05:05:52.441Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/comment-tesla-to-apply</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cff944c5c028a8a3f704_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Comment &#34;Tesla&#34; to Apply! 💬💯</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cff944c5c028a8a3f704_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3662</video:view_count><video:publication_date>2025-05-13T05:00:12.812Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/he-built-an-ai-content-writer</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777cfd644c5c028a8a3f701_1741066406076.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>He built an AI Content Writer!</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777cfd644c5c028a8a3f701_1741066406076.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3699</video:view_count><video:publication_date>2025-05-13T05:09:13.121Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-vision-pro-is-your-best-monitor</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d01a44c5c028a8a3f707_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>The Vision Pro is your best monitor! 🥽🖥️</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d01a44c5c028a8a3f707_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3617</video:view_count><video:publication_date>2025-05-13T05:10:19.798Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/culture-shapes-behavior-its-the-unwritten-code</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d05844c5c028a8a3f70e_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Culture shapes behavior. It’s the unwritten code that guides your team when no one’s watching. &#xA;&#xA;Here’s how to build it:&#xA;&#xA;1. **Solve Problems**: Focus on challenges that matter. Your mission should energize you and your team.&#xA;&#xA;2. **Think Long-term**: Craft a vision that extends beyond the immediate. It’s your north star.&#xA;&#xA;3. **Define Values**: List core principles. As a founder, embody these values daily.&#xA;&#xA;4. **Customer Alignment**: Ensure your culture resonates with those you serve. It’s not just internal.&#xA;&#xA;5. **Embrace Diversity**: Build a team with varied perspectives. It fuels innovation.&#xA;&#xA;6. **Hire Thoughtfully**: Your recruitment process is a cultural statement. Make it count.&#xA;&#xA;Remember, culture isn’t a luxury - it’s the foundation. Start building it now, at your kitchen table. It will shape every decision, hire, and product you create. As your company grows, a strong culture becomes your silent advantage, guiding your team through challenges and opportunities alike.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d05844c5c028a8a3f70e_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3696</video:view_count><video:publication_date>2025-05-13T04:59:13.346Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/maybe-we-are-all-decent-chefs-in-the-future-with</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d00444c5c028a8a3f705_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Maybe we are all decent chefs in the future with glasses and AI &#xA;&#xA;A recent mixed reality use case won first place in the Meta Presence Hackathon. This AI-assisted cooking app allows users to snap a photo of their ingredients. &#xA;&#xA;The AI assistant, Martha, then generates recipes and guides users through the cooking process step by step. Can it actually help me from the milk boiling over in the 2 seconds I look away? I guess not.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d00444c5c028a8a3f705_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3722</video:view_count><video:publication_date>2025-05-13T05:05:23.411Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-technology-can-save-lives-and-help-people</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0d044c5c028a8a3f717_1741066406073.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This technology can save lives and help people drive safer and smarter! 🚗🔥&#xA;&#xA;#ai #ar #mahindra #be6e #xev9e #car</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0d044c5c028a8a3f717_1741066406073.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3607</video:view_count><video:publication_date>2025-05-13T04:08:01.938Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/when-ar-meets-fine-dining-this-happens</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d03444c5c028a8a3f70a_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>When AR meets fine dining, this happens 🤯</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d03444c5c028a8a3f70a_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3583</video:view_count><video:publication_date>2025-05-13T04:50:40.316Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-apple-event-is-happening-in-some-time-so-one</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d02644c5c028a8a3f708_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>The Apple event is happening in some time - so one for the plug &#xA;&#xA;Web browsers will look completely different soon! 🚀👁️&#xA;&#xA;Imagine your favorite websites coming to life in stunning 3D, floating right before your eyes. With Vision Pro, the internet isn’t just a flat screen anymore - it’s an immersive playground where you can:&#xA;&#xA;• Resize web pages to fill your entire view 🖥️&#xA;• Interact with 3D elements that pop out of the page 👆&#xA;• Explore virtual galleries and showrooms 🏛️&#xA;• Watch videos that wrap around you 🎬&#xA;The possibilities are endless! Whether you’re shopping, learning, or just having fun, Vision Pro transforms how you experience the web. It’s not just browsing - it’s stepping inside the internet itself.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d02644c5c028a8a3f708_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3618</video:view_count><video:publication_date>2025-05-13T05:01:17.622Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ai-can-now-animate-any-character-runway-has</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d03f44c5c028a8a3f70b_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>AI can now animate Any Character&#xA;&#xA;Runway has opened access to Act One for everyone. Now, with AI, you can take a real actor’s performance and animate any character. This technology bridges the gap between live acting and character animation. It allows direct translation of human expressions onto digital avatars.&#xA;&#xA;Previously, animating characters required complex processes and technical expertise. Capturing nuanced human performances and applying them to characters was challenging. These limitations hindered creative expression and accessibility.&#xA;&#xA;With Act One, AI captures real actor performances and maps them onto any character. This process automates the animation, reducing the need for manual keyframing. The AI analyzes the actor’s movements and expressions in real-time. It then applies these to the character model, preserving the subtleties of the performance. You can now create high-quality animations without specialized skills.&#xA;&#xA;This innovation simplifies character animation by automating performance capture. It removes technical barriers, making advanced animation accessible to you.&#xA;&#xA;This development could democratize animation creation in the tech space. It enables you to produce complex animations efficiently. The implications extend to film, gaming, and virtual reality industries.&#xA;&#xA;Act One redefines animation, making human expression the new standard for character creation.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d03f44c5c028a8a3f70b_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3659</video:view_count><video:publication_date>2025-05-13T04:08:13.608Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/should-you-join-a-startup</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d04a44c5c028a8a3f70c_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Should you join a startup?</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d04a44c5c028a8a3f70c_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3684</video:view_count><video:publication_date>2025-05-13T05:03:31.671Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/tesla-is-in-big-trouble</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d02b44c5c028a8a3f709_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Tesla is in BIG TROUBLE! 😳</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d02b44c5c028a8a3f709_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3648</video:view_count><video:publication_date>2025-05-13T04:55:54.849Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/whats-the-big-reason-ai-models-like-open-ais-o-1</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d06e44c5c028a8a3f70f_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>What’s the big reason? &#xA;AI models like Open AIs O1 have something new - Reasoning</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d06e44c5c028a8a3f70f_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3545</video:view_count><video:publication_date>2025-05-13T05:02:57.512Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ue-56-inside-your-headset</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0a544c5c028a8a3f712_1741066406073.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>UE 5.6 inside your headset</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0a544c5c028a8a3f712_1741066406073.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3561</video:view_count><video:publication_date>2025-05-13T05:05:21.302Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/talk-you-dont-have-a-choice-increasingly-the</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d05244c5c028a8a3f70d_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Talk. You don’t have a choice. &#xA;&#xA;Increasingly, the loudmouths open more doors than just being rhetorical developer. This is true in the case of startups.&#xA;&#xA;Communication is the founders job &#xA;Tell that story</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d05244c5c028a8a3f70d_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3612</video:view_count><video:publication_date>2025-05-13T04:56:43.897Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-just-happened-read-the-caption-for-more-as</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d07e44c5c028a8a3f710_1741066406075.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This just happened!😳 Read the Caption for more👇&#xA;&#xA;As AI-generated text improves, it’s becoming harder to tell the difference between content written by humans and content created by AI.&#xA;&#xA;A study by the University of Pittsburgh looked into whether people could reliably distinguish between poems written by well-known human poets and those generated by AI.&#xA;&#xA;The researchers conducted two experiments with non-expert readers and found that participants could only identify&#xA;&#xA;AI-generated poems with 46.6% accuracy—worse than random guessing. Interestingly, people were more likely to think the AI poems were written by humans than the actual human-written poems.&#xA;&#xA;The study also revealed that AI-generated poems were rated more positively in terms of rhythm and beauty. This led participants to mistakenly believe they were human-authored.&#xA;&#xA;One key finding was that participants used flawed reasoning to tell the difference between AI and human poetry. They often preferred the simplicity of AI-generated poems, which were easier to understand.&#xA;&#xA;In contrast, they sometimes misinterpreted the complexity of human poems as confusion or incoherence, mistakenly attributing it to AI.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d07e44c5c028a8a3f710_1741066406075.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3739</video:view_count><video:publication_date>2025-05-13T05:07:58.095Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/make-a-list-of-things-that-scare-you-chances-are</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d09944c5c028a8a3f711_1741066406073.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Make a list of things that scare you&#xA;&#xA;Chances are, rejection ranks nearly the first in that list &#xA;&#xA;Problem is - getting comfortable with it is a key part of making progress</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d09944c5c028a8a3f711_1741066406073.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3670</video:view_count><video:publication_date>2025-05-13T04:59:34.319Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/your-iphone-has-a-lidar-sensor-and-you-cant-care</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0ad44c5c028a8a3f713_1741066406073.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Your iPhone has a LiDAR sensor and you can’t care less. &#xA;But here’s the deal - all those good photos, start with that sensor. &#xA;&#xA;Now, the photos of the future, will look even more lifelike with a new category of cameras coming up with these features. &#xA;&#xA;📌&#xA;&#xA;#iphone #apple #photography</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0ad44c5c028a8a3f713_1741066406073.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3629</video:view_count><video:publication_date>2025-05-13T04:57:51.963Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/wrap-god-612-openai-launches</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0b644c5c028a8a3f714_1741066406073.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Wrap God! 🎅 (6/12 OpenAI Launches)</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0b644c5c028a8a3f714_1741066406073.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3615</video:view_count><video:publication_date>2025-05-13T05:09:01.013Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/2025-and-ai-will-the-hype-continue-or-the-bubble</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0da44c5c028a8a3f718_1741066406072.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>2025 and AI: Will the hype continue or the bubble burst?</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0da44c5c028a8a3f718_1741066406067.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3627</video:view_count><video:publication_date>2025-05-13T05:09:38.709Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/with-this-technology-ai-robots-will-have-all-5</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0c544c5c028a8a3f716_1741066406073.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>With this technology AI Robots will have all 5 Human Senses! 😳</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0c544c5c028a8a3f716_1741066406073.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3714</video:view_count><video:publication_date>2025-05-13T05:09:18.009Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-new-feature-is-a-threat-to-amazon</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0bd44c5c028a8a3f715_1741066406073.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This New Feature is a THREAT to Amazon! 😳</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0bd44c5c028a8a3f715_1741066406073.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3784</video:view_count><video:publication_date>2025-05-13T05:04:18.604Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-most-awaited-launch-is-finally-here</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0ee44c5c028a8a3f71b_1741066406067.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>The most awaited launch is FINALLY here! 🚀</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0ee44c5c028a8a3f71b_1741066406067.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3682</video:view_count><video:publication_date>2025-05-13T05:01:34.894Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/how-do-you-find-your-cofounder-over-the-last-many</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0fe44c5c028a8a3f71c_1741066406067.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>How do you find your cofounder? &#xA;&#xA;Over the last many years, I’ve rodeoed with @ajaypv4 building many a startups, investing in some of them, and selling a few of them. &#xA;&#xA;So, what makes a duo tango? &#xA;Here’s one of the lesser spoken elements</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0fe44c5c028a8a3f71c_1741066406067.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3699</video:view_count><video:publication_date>2025-05-13T05:07:19.806Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-is-the-most-distracting-sound</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d11344c5c028a8a3f71e_1741066406066.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This is the most distracting sound!</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d11344c5c028a8a3f71e_1741066406066.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3649</video:view_count><video:publication_date>2025-05-13T05:04:18.285Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/high-tolerance-for-pain-completely-goes-missing</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0e844c5c028a8a3f719_1741066406067.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>High tolerance for pain - completely goes missing when we grow up.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0e844c5c028a8a3f719_1741066406067.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3605</video:view_count><video:publication_date>2025-05-13T05:00:01.282Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/day-7-is-chatgpt-projects</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d10c44c5c028a8a3f71d_1741066406066.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Day 7 is ChatGPT Projects!</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d10c44c5c028a8a3f71d_1741066406066.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3718</video:view_count><video:publication_date>2025-05-13T05:08:51.347Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/pokemon-but-kanto-is-now-your-city-map-instead</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d12944c5c028a8a3f720_1741066406066.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Pokemon, but Kanto is now your city map instead 🏙️</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d12944c5c028a8a3f720_1741066406066.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3653</video:view_count><video:publication_date>2025-05-13T05:01:39.728Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/since-we-are-in-july-already-maybe-theres-two</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d0eb44c5c028a8a3f71a_1741066406067.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Since we are in July already maybe there’s two ways to look at it: &#xA;&#xA;“Where did the first 6 months even go?”&#xA;Or&#xA;“I have 6 months this year to work on that dream” &#xA;&#xA;One is harder than the other &#xA;Perhaps for good reason</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d0eb44c5c028a8a3f71a_1741066406067.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3660</video:view_count><video:publication_date>2025-05-13T05:06:03.835Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/long-weekend-guilt-trip-upload-work-on-your-dreams</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1a644c5c028a8a3f72c_1741066406024.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Long weekend guilt trip upload - work on your dreams</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1a644c5c028a8a3f72c_1741066406024.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3658</video:view_count><video:publication_date>2025-05-13T04:56:00.616Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/share-this-with-your-developer-friends</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d11f44c5c028a8a3f71f_1741066406066.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Share this with your developer friends! 💯</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d11f44c5c028a8a3f71f_1741066406066.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3596</video:view_count><video:publication_date>2025-05-13T05:07:54.672Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/elon-musk-made-the-famous-roasting-chatbot-free</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d14744c5c028a8a3f723_1741066406064.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Elon Musk made the famous roasting chatbot free for everyone!😱</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d14744c5c028a8a3f723_1741066406064.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3638</video:view_count><video:publication_date>2025-05-13T05:12:54.497Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/recently-got-a-new-iphone-and-thought-the-camera</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d13b44c5c028a8a3f722_1741066406065.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Recently got a new iPhone and thought the camera control button was kind of useless. But is it? Let’s find out</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d13b44c5c028a8a3f722_1741066406065.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3666</video:view_count><video:publication_date>2025-05-13T05:08:29.477Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/is-ai-taking-over-the-creative-world</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1da44c5c028a8a3f732_1741066406021.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Is AI taking over the creative world? 😳</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1da44c5c028a8a3f732_1741066406021.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3719</video:view_count><video:publication_date>2025-05-13T04:59:04.71Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/reality-is-often-messy-none-of-us-have-it-figured</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d13544c5c028a8a3f721_1741066406066.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Reality is often messy &#xA;None of us have it figured out &#xA;And that’s perhaps what makes it exciting</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d13544c5c028a8a3f721_1741066406066.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3669</video:view_count><video:publication_date>2025-05-13T05:02:51.54Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/is-this-an-ai-conspiracy-ai-davidmayer-openai</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d18844c5c028a8a3f728_1741066406056.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Is this an AI conspiracy? 😳&#xA;&#xA;#ai #davidmayer #openai</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d18844c5c028a8a3f728_1741066406056.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3566</video:view_count><video:publication_date>2025-05-13T05:06:34.9Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-was-a-test-run-by-the-company</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d15144c5c028a8a3f724_1741066406064.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This was a test run by the company! 😳</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d15144c5c028a8a3f724_1741066406064.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3687</video:view_count><video:publication_date>2025-05-13T05:11:04.519Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-technology-will-change-how-we-plan-cities</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d17b44c5c028a8a3f727_1741066406056.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This technology will change how we plan cities! 😳🏘️</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d17b44c5c028a8a3f727_1741066406056.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3713</video:view_count><video:publication_date>2025-05-13T05:07:16.693Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/share-this-with-a-friend-who-needs-an-emotional</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1a044c5c028a8a3f72b_1741066406024.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Share this with a friend who needs an Emotional available companion! &#xA;&#xA;#ai #hume #humeai #aiassistant</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1a044c5c028a8a3f72b_1741066406024.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3620</video:view_count><video:publication_date>2025-05-13T05:00:25.492Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/he-is-sending-files-like-texts-on-his-vr</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d16c44c5c028a8a3f726_1741066406064.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>He is sending files like texts on his VR! 😳</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d16c44c5c028a8a3f726_1741066406056.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3616</video:view_count><video:publication_date>2025-05-13T04:59:51.534Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-is-how-ai-took-over-the-nobel-prize-in</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d19044c5c028a8a3f729_1741066406052.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This is how AI took over the Nobel Prize in Physics! 🏅</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d19044c5c028a8a3f729_1741066406052.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3544</video:view_count><video:publication_date>2025-05-13T04:59:20.858Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/luck-is-a-function-of-surface-area-luck-can-be</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d16044c5c028a8a3f725_1741066406064.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Luck is a function of surface area &#xA;&#xA;Luck can be influenced by increasing exposure to opportunities. Imagine being a sailor on the ocean: the more the sails are spread, the more wind can be caught. In practical terms, this means learning new skills, networking, and taking calculated risks to broaden your “luck surface area.” By doing this, the chances of encountering favorable situations increase, rather than relying solely on random fortune.&#xA;&#xA;Being prepared makes it more likely to benefit from luck. Instead of waiting for things to happen, focus on creating opportunities through continuous learning and engagement with the world. While not everything can be controlled, improving the ability to recognize and seize opportunities when they come is possible. This approach turns luck into something that can be influenced, based on actions and interactions with the world around you.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d16044c5c028a8a3f725_1741066406064.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3769</video:view_count><video:publication_date>2025-05-13T04:53:23.108Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/be-the-best-at-what-you-do-vs-be-the-best-in-the</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1b144c5c028a8a3f72e_1741066406023.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Be the best at what you do &#xA;Vs &#xA;Be the best in the world at what you do &#xA;&#xA;Is a crazy amount of work &#xA;So how do you get there? &#xA;&#xA;Pick intersections &#xA;Make a venn &#xA;&#xA;Here’s how:</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1b144c5c028a8a3f72e_1741066406023.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3609</video:view_count><video:publication_date>2025-05-13T05:05:20.554Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/people-do-all-sorts-of-things-as-therapeutic</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1c644c5c028a8a3f730_1741066406022.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>People do all sorts of things as therapeutic activities. &#xA;Goggles on your face could be the newest addition to it. &#xA;Here’s how:</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1c644c5c028a8a3f730_1741066406022.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3653</video:view_count><video:publication_date>2025-05-13T05:12:47.576Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/meta-vs-zoom-the-company-is-developing-an-xr</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d19a44c5c028a8a3f72a_1741066406052.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Meta Vs Zoom &#xA;&#xA;The company is developing an XR calling service using their photorealistic Codec Avatars. This technology aims to make virtual interactions as natural as face-to-face ones, a goal they’ve been working towards for years.&#xA;&#xA;The new job listings suggest that Meta is getting closer to testing this immersive telepresence service internally.&#xA;&#xA;One challenge that has held Codec Avatars back is the complexity of the scanning process. When Mark Zuckerberg recorded an interview using Codec Avatars last year, the scanning alone took hours. &#xA;&#xA;Meta has built a massive 3D capture rig that ingests 180 gigabytes of data per second to create these avatars, showing the scale and ambition behind this project.&#xA;&#xA;The tech is magical. Getting it to an iPhone and a headset is brutal.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d19a44c5c028a8a3f72a_1741066406052.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3742</video:view_count><video:publication_date>2025-05-13T05:07:17.702Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/canva-acquired-a-company-called-leonardo-ai-for-a</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1ce44c5c028a8a3f731_1741066406021.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Canva acquired a company called Leonardo AI - for a popping $320 million dollars &#xA;&#xA;🚀 here’s why:&#xA;• 🧠 Leonardo’s Phoenix foundational model enhances prompt understanding and execution&#xA;• 🖼️ Generates production-quality visual assets in seconds&#xA;• 👥 Expands offerings for advertising, marketing, e-commerce, and education sectors&#xA;• 🌍 Aligns with Canva’s mission to democratize design globally&#xA;• 🏆 Strengthens Canva’s position against competitors like Adobe&#xA;• 🔬 Accelerates Canva’s AI research and development efforts&#xA;• 🔮 Potential to revolutionize AI-powered visual communication tools&#xA;&#xA;This acquisition combines Leonardo AI’s cutting-edge generative AI technology with Canva’s robust platform, serving 19 million registered users. It will enhance Canva’s Magic Studio and potentially transform the landscape of AI-driven design tools.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1ce44c5c028a8a3f731_1741066406021.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3645</video:view_count><video:publication_date>2025-05-13T05:06:38.985Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/immersive-experience-marvels-what-if-app-on-the</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d23344c5c028a8a3f73a_1741066406018.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>🌌 Immersive Experience&#xA;Marvel’s *What If...?* app on the Apple Vision Pro offers an hour-long interactive story that blends film and gaming elements, allowing users to explore the Marvel Cinematic Universe in a novel way. Users can engage directly with characters like The Watcher and Wong, using mystic spells to navigate the narrative. This interactive experience positions the user as the “Hero of the Multiverse,” tasked with acquiring the Infinity Stones to save the multiverse&#xA;&#xA;✨ Unique Features&#xA;The app takes full advantage of the Vision Pro’s cutting-edge technology, including augmented reality scenes and 3D animated sequences. These features create a captivating environment that maintains the artistic style of the *What If...?* animated series while enhancing it with a 3D twist. The seamless integration of real and virtual worlds showcases the Vision Pro’s potential to redefine storytelling, offering users an engaging and immersive experience that feels both familiar and innovative&#xA;&#xA;🔮 Accessibility and Future Potential&#xA;Initially available for free to Vision Pro users, the app represents a significant step toward more interactive storytelling experiences. While it may not be a full-fledged game or movie, it serves as a promising experiment in mixed reality storytelling. The app hints at the potential for future updates and expansions, suggesting that this is just the beginning of a new era in entertainment, with Marvel and ILM poised to deliver even more immersive content in the future</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d23344c5c028a8a3f73a_1741066406018.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3550</video:view_count><video:publication_date>2025-05-13T05:02:25.416Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/finish-that-priority-make-that-decision-take-that</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1ac44c5c028a8a3f72d_1741066406023.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Finish that priority.&#xA;Make that decision.&#xA;Take that leap.&#xA;Face that challenge.&#xA;&#xA;These things are tough before and during. But feel great once done.&#xA;&#xA;Discipline can be built by imagining the satisfaction of completion. Bring that future feeling into the present.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1ac44c5c028a8a3f72d_1741066406023.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3575</video:view_count><video:publication_date>2025-05-13T05:10:16.087Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-guy-is-not-real</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1be44c5c028a8a3f72f_1741066406023.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This guy is not REAL! 😲</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1be44c5c028a8a3f72f_1741066406023.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3662</video:view_count><video:publication_date>2025-05-13T04:55:45.204Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-future-of-memory-ai-glasses-that-never-forget</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1e544c5c028a8a3f733_1741066406021.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>The future of memory: AI glasses that never forget. Would you wear them? 🤔</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1e544c5c028a8a3f733_1741066406021.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3730</video:view_count><video:publication_date>2025-05-13T05:12:03.199Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/share-this-with-the-person-who-hates-doing</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d1f544c5c028a8a3f734_1741066406021.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Share this with the person who hates doing household chores! &#xA;&#xA;#ai #robotics</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d1f544c5c028a8a3f734_1741066406021.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3762</video:view_count><video:publication_date>2025-05-13T05:02:59.394Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/theres-a-lot-going-on-with-meta-llama-and-xr-sam</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d21f44c5c028a8a3f739_1741066406020.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>There’s a lot going on with Meta, Llama and XR &#xA;&#xA;SAM 2 (Segment Anything Model 2) will greatly enhance mixed reality experiences by enabling seamless interaction between virtual and real-world elements:&#xA;&#xA;1. **Real-time Object Segmentation**: SAM 2 identifies and segments objects in video streams instantly, allowing virtual elements to blend naturally with the physical environment.&#xA;&#xA;2. **Improved Object Tracking**: The model consistently follows objects across frames, ensuring stable augmented reality overlays.&#xA;&#xA;3. **Enhanced Interactivity**: Users can intuitively select and interact with real-world objects, thanks to SAM 2’s prompt-based capabilities.&#xA;&#xA;4. **Realistic Occlusion**: Virtual objects can be accurately hidden behind real-world elements, creating a convincing integration illusion.&#xA;&#xA;5. **Dynamic Environment Mapping**: SAM 2 allows for responsive environmental mapping, improving the placement of virtual elements.&#xA;&#xA;By leveraging SAM 2’s advanced capabilities, developers can create mixed reality experiences that are more immersive and integrated with users’ physical surroundings.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d21f44c5c028a8a3f739_1741066406019.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3634</video:view_count><video:publication_date>2025-05-13T05:06:07.307Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/what-is-agi-read-the-caption-artificial-general</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d20844c5c028a8a3f736_1741066406020.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>What is AGI?  Read the caption 👇&#xA;&#xA;Artificial General Intelligence (AGI) is a hypothetical form of AI that would possess human-like cognitive abilities across a wide range of domains.&#xA;&#xA;AGI would have the capability to understand, learn, and apply intelligence broadly, similar to humans.&#xA;&#xA;This can learn and adapt to new systems even without training on that particular task.&#xA;&#xA;The AIs we are currently using are narrow AI, these learn only within a predefined scope.&#xA;&#xA;AGI is far greater than the AIs that we use today.&#xA;&#xA;This is like a double-edged sword, this has its own positives and negatives.&#xA;&#xA;But rumors say that OpenAI has internally achieved AGI.&#xA;&#xA;My takeaway? AGI is a powerful tool, but like fire, it needs careful handling.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d20844c5c028a8a3f736_1741066406020.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3637</video:view_count><video:publication_date>2025-05-13T05:03:24.797Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/part-2-10-things-that-could-shape-up-ai-this-year</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d21144c5c028a8a3f737_1741066406020.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Part 2: 10 things that could shape up AI this year</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d21144c5c028a8a3f737_1741066406020.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3662</video:view_count><video:publication_date>2025-05-13T05:11:46.461Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-is-insane-412-open-ai-launches</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d21844c5c028a8a3f738_1741066406020.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This is insane!🔥 4/12 Open AI Launches! 🚀</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d21844c5c028a8a3f738_1741066406020.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3683</video:view_count><video:publication_date>2025-05-13T05:05:48.509Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ladies-and-gentlemen-mukesh-ambani-mukesh-how-are</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6721bb41d2535e11d96a2f3d_1741066405968.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Ladies  and  gentlemen,  Mukesh  Ambani. Mukesh,  how  are  you? And  we&#39;re  announcing  that  that  reliance  in  the  video  are  partnering  to  build  AI  infrastructure  here  in  India. Absolutely. And  then  the  thing  that  I  will  say  is  that  in  order  ultimately  to  create  that  into  a  flywheel  is  one  of  the  great  advantages  that  India  has,  which  is  a  very  large  population  of  users. And  so  now  you  have  the  fundamental  ingredients  AI  data  and  AI</video:description><video:content_loc>https://media.begenuin.com/temp_video/6721bb41d2535e11d96a2f3d_1741066405968.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3610</video:view_count><video:publication_date>2025-10-16T07:23:18.461Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/context-aware-meshes-can-change-everything-around</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d20044c5c028a8a3f735_1741066406021.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Context aware meshes can change everything around you - games, product design and movies&#xA;&#xA;They’re a lot closer to reality now than ever</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d20044c5c028a8a3f735_1741066406021.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3730</video:view_count><video:publication_date>2025-05-13T05:10:40.299Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/read-the-caption-for-detailed-steps-step-1-open</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d25044c5c028a8a3f73c_1741066406015.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Read the caption for detailed steps!⬇️&#xA;&#xA;Step 1. Open notebooklm.google.com&#xA;&#xA;Step 2. Click on the create button.&#xA;&#xA;Step 3. Upload a doc, YouTube video, or website link, or paste some text. You can upload up to 50 sources.&#xA;&#xA;Step 4. Next select sources for which you want the podcast.&#xA;&#xA;Step 5. After that you will get a popup, click on generate under the Audio Overview section.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d25044c5c028a8a3f73c_1741066406015.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3622</video:view_count><video:publication_date>2025-05-13T05:03:08.919Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-shit-is-hard-thats-why-you-should-do-it-6</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d25f44c5c028a8a3f73e_1741066406015.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This shit is hard.&#xA;That’s why you should do it.&#xA;6 things to keep in mind, more realistically: &#xA;&#xA;🤔 1/6 Should you start a startup?&#xA;&#xA;First, ask yourself: What do I have to lose?&#xA;Calculate the worst-case scenario&#xA;Can you handle a year without salary?&#xA;Factor in valuable learning experience&#xA;Startup experience improves career opportunities&#xA;&#xA;Even if it fails, you gain skills &amp; connections&#xA;&#xA;🧠 2/6 Resilience is key for founders&#xA;&#xA;Confidence ≠ resilience&#xA;Quiet founders can be most resilient&#xA;Example: Benchling’s Sajith seemed unsuited&#xA;Now worth $6B after years of struggle&#xA;Initial motivation matters less than endurance&#xA;Find genuine interest in problem &amp; team&#xA;&#xA;💡 3/6 How to prepare for founding&#xA;&#xA;Seek smart people to discuss ideas&#xA;Best environment: working at a startup&#xA;Start side projects to turn ideas into reality&#xA;Learn to code or find technical co-founder&#xA;Judge ideas by user reactions, not traction&#xA;Look for deep impact on even a few users&#xA;&#xA;🚀 4/6 When to take the leap?&#xA;&#xA;Compare energy for job vs. side projects&#xA;If side projects energize you more, consider quitting&#xA;Great co-founder who wants to start up? Rare opportunity&#xA;Don’t wait for perfect traction - passionate users matter more&#xA;Make the jump if you enjoy the process of building&#xA;&#xA;🤝 5/6 Finding co-founders &amp; ideas&#xA;&#xA;Don’t separate finding ideas &amp; co-founders&#xA;Best ideas come from conversations&#xA;Seek out people you enjoy problem-solving with&#xA;Discuss admired/frustrating products&#xA;Debate underrated technologies&#xA;Prime your mind for startup ideas&#xA;&#xA;🎯 6/6 Go do it.&#xA;&#xA;Initial motivations can change - curiosity is enough&#xA;Live with worst-case scenario&#xA;Surround yourself with potential co-founders&#xA;Launch side projects, however small&#xA;If you find great collaborators, make the leap&#xA;I hope you try to realize everything that the joy of building brings with it</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d25f44c5c028a8a3f73e_1741066406015.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3583</video:view_count><video:publication_date>2025-05-13T05:01:18.102Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-spacetop-is-a-glimpse-at-what-laptops-can-be</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d24444c5c028a8a3f73b_1741066406015.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>The Spacetop is a glimpse at what laptops can be like &#xA;&#xA;🔍 The Spacetop G1 is an augmented reality laptop that replaces the traditional screen with a pair of AR glasses. These glasses, customized from Nreal’s Light model, project a 100-inch virtual display in front of the user. The glasses are tethered to the Spacetop’s keyboard base, which houses a Qualcomm Snapdragon QCS8550 processor for improved performance&#xA;&#xA;💻 The Spacetop’s dual OLED displays offer a 90Hz refresh rate and increased brightness compared to its predecessor[2]. The virtual screen can be manipulated using the keyboard and trackpad, allowing users to move, resize, and pin windows in their field of viewThe AR interface, called SpaceOS, provides a Chrome-like experience with the ability to run cloud-based applications&#xA;&#xA;🚀 While the Spacetop G1 may be ahead of its time, it represents a glimpse into the future of spatial computing and productivity tools[4]. As AR and VR headsets continue to evolve, the Spacetop’s concept of a screen-less laptop could inspire a new wave of smart accessories designed to work seamlessly with these devices&#xA;&#xA;The Spacetop’s success could pave the way for more affordable and accessible AR solutions that prioritize productivity and multitasking in a spatial computing environment</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d24444c5c028a8a3f73b_1741066406015.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3575</video:view_count><video:publication_date>2025-05-13T05:07:57.72Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/victor-von-doom-could-be-3-taps-away-the-vfx</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d26e44c5c028a8a3f740_1741066406013.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Victor Von Doom could be 3 taps away. &#xA;&#xA;The VFX graph will come down in cost by a lot - it’ll nearly become zero.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d26e44c5c028a8a3f740_1741066406013.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3687</video:view_count><video:publication_date>2025-05-13T05:05:00.011Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/chatgpt-iphone-mac-512-openai-launches-openai-day</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d25b44c5c028a8a3f73d_1741066406015.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>ChatGPT × iPhone &amp; Mac 🚀 (5/12 OpenAI Launches)&#xA;&#xA;#openai #day5 #ai</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d25b44c5c028a8a3f73d_1741066406015.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3608</video:view_count><video:publication_date>2025-05-13T05:11:51.582Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/that-back-flip-is-crazy-work-watch-shark-tank-us</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5adcce7ef61baaebf4eaf_1741066405969.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>that back flip is crazy work!&#xA;&#xA;Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #WISEPOCKETS&#xA;&#xA;that back flip is crazy work🕺 🧦 #wisepocket#sharktank #dance&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5adcce7ef61baaebf4eaf_1741066405969.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3641</video:view_count><video:publication_date>2025-05-13T04:06:40.834Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/these-are-the-most-advanced-glasses-the-world-has</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d28144c5c028a8a3f742_1741066406011.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>These are the most advanced glasses the world has ever seen!🤯🕶️</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d28144c5c028a8a3f742_1741066406011.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3698</video:view_count><video:publication_date>2025-05-13T04:58:33.788Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/read-the-caption-to-know-more-elevenlabs</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d26744c5c028a8a3f73f_1741066406015.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Read the caption to know more👇&#xA;&#xA;ElevenLabs&#39; Conversational AI: Enhance your website with our new voice assistant!&#xA;&#xA;Easy Integration: Quickly add a customizable voice agent to your site for better customer interactions.&#xA;&#xA;Natural Conversations: Let your customers chat with an AI that feels friendly and human-like.&#xA;&#xA;Supports Multiple Languages: Communicate in 31 languages to reach a wider audience.&#xA;&#xA;Works with Top AI Models: Compatible with popular models like OpenAI&#39;s GPT and Google&#39;s Gemini for smart responses.&#xA;&#xA;User-Friendly Features: Handles interruptions smoothly&#xA;Engages in easy, back-and-forth conversations&#xA;&#xA;Fast Setup: Get your voice assistant up and running in just hours—no long waits!&#xA;&#xA;Affordable Pricing: Start for just $0.10 per minute, making it easy to grow your AI interactions.&#xA;&#xA;Upgrade Your Customer Experience: Discover how ElevenLabs Conversational AI can help you connect better with your visitors today!</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d26744c5c028a8a3f73f_1741066406015.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3769</video:view_count><video:publication_date>2025-05-13T04:59:51.314Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/3-d-sculpting-ai-is-pretty-mind-blowing-diffusion</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d27c44c5c028a8a3f741_1741066406011.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>3D sculpting + AI is pretty mind blowing &#xA;&#xA;Diffusion models inside Apple Vision Pro can enhance 3D sculpting through advanced computational techniques. &#xA;&#xA;✍️ Real-time Rendering&#xA;These models allow for high-fidelity real-time rendering of complex geometries, enabling artists to visualize their creations instantly and make adjustments on-the-fly.&#xA;&#xA;🖌️ Adaptive Learning&#xA;The system utilizes machine learning to adapt to user styles, suggesting tools and techniques that align with individual sculpting preferences, thereby optimizing the creative process.&#xA;&#xA;🌐 Multi-user Collaboration&#xA; leveraging cloud-based diffusion models, multiple users can sculpt simultaneously in a shared virtual space, facilitating collaboration and feedback among artists.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d27c44c5c028a8a3f741_1741066406011.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3656</video:view_count><video:publication_date>2025-05-13T05:08:58.49Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/new-pencil-new-reality-heres-an-app-that-i-wish-i</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d28d44c5c028a8a3f743_1741066406010.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>New pencil. New Reality. &#xA;Here’s an app that I wish I had when growing up.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d28d44c5c028a8a3f743_1741066406010.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3726</video:view_count><video:publication_date>2025-05-13T05:03:20.235Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/devin-is-back-click-here-to-read-more-so-devin-ai</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2d244c5c028a8a3f749_1741066406009.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Devin is BACK! Click here to read more.👇&#xA;&#xA;So, Devin AI is developed by Cognition AI, which has re-emerged with enhanced features and functionalities that streamline software development processes.&#xA;&#xA;The updates have focused on improving collaboration, efficiency, and user experience.&#xA;&#xA;This resurgence is marked by its ability to autonomously handle complex coding tasks, which allows software engineers to focus on higher-level challenges.&#xA;&#xA;Devin can now interact with tools like Slack and GitHub more effectively.&#xA;&#xA;Users can now easily verify the changes Devin has made across projects, enhancing transparency and trust in its outputs.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2d244c5c028a8a3f749_1741066406009.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3685</video:view_count><video:publication_date>2025-05-13T05:12:00.946Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/meta-is-losing-their-ar-developers-to-snap</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d29644c5c028a8a3f744_1741066406010.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>META is losing their AR Developers to Snap! 😳</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d29644c5c028a8a3f744_1741066406010.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3525</video:view_count><video:publication_date>2025-05-13T05:10:58.217Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-a-way-this-wristband-reads-your-mind-to</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2a244c5c028a8a3f745_1741066406010.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>In a way this Wristband reads your Mind to navigate the digital world!🤖😲</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2a244c5c028a8a3f745_1741066406010.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3614</video:view_count><video:publication_date>2025-05-13T04:59:10.694Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/what-would-you-transform</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2b044c5c028a8a3f746_1741066406009.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>What would you transform?</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2b044c5c028a8a3f746_1741066406009.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3727</video:view_count><video:publication_date>2025-05-13T05:02:51.827Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/now-you-can-run-an-ai-assistant-offline-on-your</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2ba44c5c028a8a3f747_1741066406009.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>Now you can run an AI Assistant offline on your phone.</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2ba44c5c028a8a3f747_1741066406009.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3653</video:view_count><video:publication_date>2025-05-13T05:03:26.507Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-internet-could-be-dead-soon-will-videos-like</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2c444c5c028a8a3f748_1741066406009.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>The internet could be dead soon. &#xA;Will videos like this one be a reason for it?&#xA;&#xA;The Dead Internet Theory suggests that much of the content we see online today isn’t even human-made but generated by AI — think endless streams of AI-crafted videos, pictures, articles, and comments. Imagine a digital landscape where algorithms, rather than real people, fill our feeds. Proponents of this theory argue that AI-created content could dilute the authenticity of the Internet, making it feel artificial, repetitive, and soulless. They warn that the more AI floods our feeds with fabricated interactions, the harder it becomes to find genuine voices and real connections online.&#xA;&#xA;However, it’s not all bleak. Many believe that AI’s role in creating content can help democratize information, giving everyone access to a vast library of knowledge, creativity, and resources previously unimaginable. AI-generated content can also support education, innovation, and accessibility, offering tools that make learning and creating easier for millions. But with so much AI-driven material out there, the line between real and fake grows blurry, raising questions about what’s genuinely helpful and what’s just “filler.”&#xA;&#xA;So, are we losing the “soul” of the Internet, or are we simply evolving into a new digital era? 🌐</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2c444c5c028a8a3f748_1741066406009.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3575</video:view_count><video:publication_date>2025-05-13T05:09:45.989Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/a-digital-replica-of-any-physical-object</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2db44c5c028a8a3f74a_1741066405972.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>A digital replica of any physical object?</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2db44c5c028a8a3f74a_1741066405972.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3644</video:view_count><video:publication_date>2025-05-13T05:01:02.706Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-is-going-to-change-how-we-create-videos</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2e944c5c028a8a3f74c_1741066405971.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>This is going to change how we create videos forever!🤯</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2e944c5c028a8a3f74c_1741066405971.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3591</video:view_count><video:publication_date>2025-05-13T05:04:32.711Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/andrane-lecuyer-presents-her-product-that-allows</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ad62e7ef61baaebf4eac_1741066405970.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Andréane L’Ecuyer presents her product that allows a parent to see their baby in its carrier.&#xA;&#xA;From Season 9 Episode 10&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #dragonsdencanada &#xA;&#xA;Most Unusual Parenting Invention? | Dragons&#39; Den Canada &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ad62e7ef61baaebf4eac_1741066405970.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3579</video:view_count><video:publication_date>2025-05-13T05:04:12.773Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/video-description-from-season-x-episode-x-watch</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ad4de7ef61baaebf4eab_1741066405970.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>[Video description]&#xA;&#xA;From Season X Episode X&#xA;&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #DRAGONDEN&#xA;&#xA;the dragons think this product is too new 🤔 Dragons&#39; Den #shorts&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ad4de7ef61baaebf4eab_1741066405970.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3688</video:view_count><video:publication_date>2025-05-13T05:05:06.871Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/i-kind-of-hate-doing-this-to-be-honest-its-not</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2e444c5c028a8a3f74b_1741066405971.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>I kind of hate doing this to be honest &#xA;It’s not really of me to.&#xA;And yet, been trying to show up each time &#xA;Here’s a reason why:</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2e444c5c028a8a3f74b_1741066405971.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3576</video:view_count><video:publication_date>2025-05-13T05:09:06.136Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/tim-mount-came-into-the-den-with-his-mini</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ad2ee7ef61baaebf4eaa_1741066405971.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Tim Mount came into The Den with his mini portable Man Mower for grooming. Peter Jones seemed to be curious about the full usage of the product.&#xA;&#xA;From Season 18 Episode 2&#xA;&#xA;Watch Seasons 11-12 Now: https://www.ctv.ca/shows/shark-tank &#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name / Shark Name&#xA;&#xA;[Video Title]&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ad2ee7ef61baaebf4eaa_1741066405971.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3603</video:view_count><video:publication_date>2025-05-13T05:06:41.901Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-good-old-cave-makes-a-comeback-heres-how-they</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2f144c5c028a8a3f74d_1741066405971.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>The good old cave makes a comeback &#xA;here’s how they work</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2f144c5c028a8a3f74d_1741066405971.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3629</video:view_count><video:publication_date>2025-05-13T05:05:16.229Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/watch-shark-tank-us-now-httpsamznto-3-kmx-9-ah</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ad89e7ef61baaebf4ead_1741066405970.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Watch Shark Tank US Now: https://amzn.to/3KMX9aH&#xA;Watch Shark Tank Australia Now: https://bit.ly/SharkTankAUS&#xA;Watch Dragons’ Den UK Now: https://bit.ly/DragonsDenUK&#xA;Watch Dragons’ Den Canada Now: https://bit.ly/DragonsDenCA&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - https://www.facebook.com/GlobalSharkTank&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #Company Name/Shark Name&#xA;&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ad89e7ef61baaebf4ead_1741066405970.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3606</video:view_count><video:publication_date>2025-05-13T04:56:50.792Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/vr-headsets-are-going-to-change-how-we-consume</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6777d2f544c5c028a8a3f74e_1741066405971.png</video:thumbnail_loc><video:title>5aitec</video:title><video:description>VR headsets are going to change how we consume content, work, attend meetings, and almost the entire Digital landscape. !</video:description><video:content_loc>https://media.begenuin.com/temp_video/6777d2f544c5c028a8a3f74e_1741066405971.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3573</video:view_count><video:publication_date>2025-05-13T05:02:37.428Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/with-tej-lalvani-and-peter-joness-rather-humorous</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5adaae7ef61baaebf4eae_1741066405969.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>With Tej Lalvani and Peter Jones&#39;s rather humorous comments to the entrepreneur, there didn&#39;t seem to be an investment bubbling for this toilet business... Season 18, Episode 8.&#xA;&#xA;From Season 18 Episode 8&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #dragonsdencanada #jacuzziinatoilet&#xA;&#xA;Dragons Amused By &#34;Jacuzzi In A Toilet&#34; Invention | Dragons&#39; Den &#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5adaae7ef61baaebf4eae_1741066405969.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3652</video:view_count><video:publication_date>2025-05-13T05:00:27.573Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/bassitarthe-ambassador-inventor-jefferson</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5ade5e7ef61baaebf4eb0_1741066405969.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Bassitar/The AmBASSador inventor Jefferson Bialkowski and Jeff Lewis introduce a one-of-a-kind instrument into The Den which enables musicians to switch from a guitar to a bass by using technology. They&#39;re seeking an investment of $18,000 for 30% of their business. Arlene was surprised that this hadn&#39;t been invented before...&#xA;&#xA;From Season 8 Episode 9&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #dragonsdencanada &#xA;The Music Tech Business That Blew The Dragons Away | Dragons&#39; Den Canada&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5ade5e7ef61baaebf4eb0_1741066405969.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3606</video:view_count><video:publication_date>2025-05-13T05:01:51.229Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/kevin-choi-and-edwin-cho-appeared-on-shark-tank</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67c5adfbe7ef61baaebf4eb1_1741066405969.png</video:thumbnail_loc><video:title>SharkTankGlobal</video:title><video:description>Kevin Choi and Edwin Cho appeared on Shark Tank seeking $200,000 for 10% of their snacking chopsticks, Snactiv.&#xA;&#xA;From Season 13 Episode 10&#xA;&#xA;Watch The Entire Series on Google Play: https://play.google.com/store/tv/show?id=FV7PwP5B-nU&amp;cdid=tvseason-E1PGOJ1VJ8Q&amp;hl=en_US&amp;gl=US&#xA;&#xA;Subscribe to Shark Tank Global for more from your favorite shows: https://bit.ly/SharkTankGlobal&#xA;&#xA;FOLLOW SHARK TANK&#xA;Shark Tank Global Facebook - [https://www.facebook.com/GlobalSharkTank]&#xA;&#xA;About Shark Tank: The Sharks – tough, self-made, multi-millionaire and billionaire tycoons – continue their search to invest in the best businesses and products that America has to offer. The Sharks will once again give people from all walks of life the chance to chase the American dream and potentially secure business deals that could make them millionaires.&#xA;&#xA;#SharkTank #SharkTankUS #SNACTIV&#xA;&#xA;If You Love Food, You Need This Product! 🥢| Shark Tank US | Shark Tank Global&#xA;https://www.youtube.com/channel/UCREgA-BmOocJ9Is_bZV6aJQ</video:description><video:content_loc>https://media.begenuin.com/temp_video/67c5adfbe7ef61baaebf4eb1_1741066405969.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3579</video:view_count><video:publication_date>2025-05-13T05:06:00.604Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/there-is-no-path-to-progress-where-we-leave</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/672115828845b545e5510fa5_1741066405968.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>There  is  no  path  to  progress  where  we  leave  technology  behind. The  prize  for  all  of  civilization  is  immense. We  need  solutions  in  healthcare  and  education  to  our  climate  crisis. And if  AI  delivers  just  a  fraction  of  its  potential,  the  next  decade  is  going  to  be  the  most  productive  in  human  history. Here&#39;s  another  way  to  think  about  it. In  the  past,  unlocking  economic  growth  often  came  with  huge  downsides. The  economy  expanded </video:description><video:content_loc>https://media.begenuin.com/temp_video/672115828845b545e5510fa5_1741066405968.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3654</video:view_count><video:publication_date>2025-10-16T07:23:18.456Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/mukesh-how-are-you-so-data-creating-these-models</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6721bb41d2535e11d96a2f38_1741066405968.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Mukesh,  how  are  you? So  data,  creating  these    models, generating  and  producing  intelligence  and  tokens  at  scale  for  all  kinds  of  different  industries. This  is  what  we&#39;re  seeing  happening  in  front    of us,  as  we  speak. And  so  I  hope  to  partner  with  all  of  you  to  enable  India  to  be  at  the  center  of  this  new  industrial  revolution. Now  to  talk  to  you  about  some  more  of  this  and  how  it  applies  to  India,  I  have  another  specia</video:description><video:content_loc>https://media.begenuin.com/temp_video/6721bb41d2535e11d96a2f38_1741066405968.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3626</video:view_count><video:publication_date>2025-10-16T07:23:18.452Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/what-is-driving-our-economy-is-not-only-new</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6721bb41d2535e11d96a2f3c_1741066405968.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>what  is  driving  our  economy  is  not  only  new  technologies  like  AI,  but  also  aspirations. And  I  believe  that  you  know  the  Prime  Minister  and  I  believe  that  his  leadership  in  terms  of  converting  India  to  a  premier  digital  society  has  been  vital  and  continues  to  drive  activity  at  the  ground  level. So  it&#39;s  demography,  it&#39;s  leadership. The  third  factor  is  that  we  as  Indians  have  the  raw  talent. If  we  now  see,  India  has  become  </video:description><video:content_loc>https://media.begenuin.com/temp_video/6721bb41d2535e11d96a2f3c_1741066405968.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3566</video:view_count><video:publication_date>2025-10-16T07:23:18.448Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-the-hilarious-debate-over-the-quirks-of</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67a31c9c25b27471d1ac70da_1741066405940.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Join the hilarious debate over the quirks of smart fridges and their odd features! Our host explores the bizarre intersection of technology and humanity while questioning privacy concerns. This laugh-out-loud conversation reveals the absurdities of modern appliances. Don&#39;t miss this insightful take on your future fridge!</video:description><video:content_loc>https://media.begenuin.com/temp_video/67a31c9c25b27471d1ac70da_1741066405940.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3612</video:view_count><video:publication_date>2025-10-16T07:23:18.444Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/dive-into-the-intense-world-of-tech-security-with</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67a31c4725b27471d1ac70d8_1741066405941.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Dive into the intense world of tech security with a passionate explanation of vital roles that keep companies safe. Discover how one expert navigates the complexities of system architecture, thwarting potential disasters and ensuring smooth operations. This behind-the-scenes look unveils what it truly means to protect digital assets!</video:description><video:content_loc>https://media.begenuin.com/temp_video/67a31c4725b27471d1ac70d8_1741066405941.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3601</video:view_count><video:publication_date>2025-10-16T07:23:18.44Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/from-the-very-first-microscopic-organisms-life-on</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/672115828845b545e5510fa1_1741066405968.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>From  the  very  first  microscopic  organisms,  life  on  earth  stretches  back  billions  of  years. Over  that  time,  life  evolved  and  diversified. Then  a  few  million  years  ago,  something  began  to  shift. After  countless  cycles  of  growth  and  adaptation,  one  of  life&#39;s  branches  began  using  tools,  and  that  branch  grew  into  us. We  went  on  to  produce  a  mesmerizing  variety  of  tools. At  first  slowly,  and  then  with  astonishing  speed,  we  went  from</video:description><video:content_loc>https://media.begenuin.com/temp_video/672115828845b545e5510fa1_1741066405968.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3596</video:view_count><video:publication_date>2025-10-16T07:23:18.436Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/the-thing-is-that-companies-such-as-locust-has-an</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67295b89aeed83845987cb0f_1741066405942.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>the  thing  is  that  companies  such  as  Locust  has  an  opportunity  here  because  obviously  Google  will  probably  not  optimize  for  the  local  situation  in  different  regions. Be  it  India  or  even  South  America  or  some  parts  of  Africa. The thing  is  that  those  are  quite  local  sort  of  problems. And then  the  other  thing  is  that  obviously  there  are  other  companies,  other  maps  companies  out  there,  for  example,  Odin  and  Survey  in  the  UK. They</video:description><video:content_loc>https://media.begenuin.com/temp_video/67295b89aeed83845987cb0f_1741066405942.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3691</video:view_count><video:publication_date>2025-10-16T07:23:18.43Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/join-us-on-a-riveting-journey-through-the-eons-of</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/677643281f5663bc3e7260f1_1741066405941.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Join us on a riveting journey through the eons of life&#39;s evolution, leading to humanity&#39;s groundbreaking technological advancements! Discover how each innovation builds upon the last, culminating in today&#39;s rapid rise of artificial intelligence. This video reveals the incredible interconnectedness of our technological history!</video:description><video:content_loc>https://media.begenuin.com/temp_video/677643281f5663bc3e7260f1_1741066405941.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3709</video:view_count><video:publication_date>2025-10-16T07:23:18.425Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/brett-adcock-is-ceo-of-figur-a-silicon-valley</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6721d5c973df97b768608c5e_1741066405942.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Brett  adcock  is  CEO  of  Figur,  a  Silicon  Valley  startup  with  funding  from  NVIDIA. Look  at  his  answer  to  labor  shortages,  an  NVIDIA  GPU -driven  prototype  called  Figur1. I    think what&#39;s  been  really  extraordinary  is  the  pace  of  progress  we&#39;ve  made  in  21  months  from  zero  to  this  in  20  months. Yeah,  we  were  walking  this  robot  in  under  a  year  since  I  incorporated  the      company. Could you  do  this  without  NVIDIA&#39;s  technology? We  thi</video:description><video:content_loc>https://media.begenuin.com/temp_video/6721d5c973df97b768608c5e_1741066405942.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3686</video:view_count><video:publication_date>2025-10-16T07:23:18.421Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/explore-the-wild-thoughts-of-microdrum-as-he</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67a31c6c25b27471d1ac70d9_1741066405941.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Explore the wild thoughts of Microdrum as he navigates hilarious twists in life and quantum mechanics. From existential cat discussions to personal revelations, this video takes you on a rollercoaster ride of wit and wisdom. Don’t miss out on these mind-bending insights!</video:description><video:content_loc>https://media.begenuin.com/temp_video/67a31c6c25b27471d1ac70d9_1741066405941.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3665</video:view_count><video:publication_date>2025-10-16T07:23:18.417Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/this-is-blackwell-designed-in-america-but-made-in</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6721d5c973df97b768608c5d_1741066405968.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>This  is  Blackwell. Designed  in  America,  but  made  in  Taiwan  like  most  advanced  semiconductors,  Blackwell,  he  says,  is  the  fastest  chip  ever. Google  is  gearing  up  for  Blackwell. The  whole  industry  is  gearing  up  for  Blackwell. Nvidia  ushered  in  the  AI  revolution  with  its  game -changing  GPU. A  single  chip  able  to  process  a  myriad  of  calculations  all  at  once,  not  sequentially  like  more  standard  chips. The  GPU  is  the  engine  of  Nvidia</video:description><video:content_loc>https://media.begenuin.com/temp_video/6721d5c973df97b768608c5d_1741066405968.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>3644</video:view_count><video:publication_date>2025-10-16T07:23:18.409Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neurons-in-neural-networks-learn-to-interpret</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67724188fc9805f40980fa51_1737456967378.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Neurons in neural networks learn to interpret features, like edges in images, by taking weighted sums of their inputs.  When an image is passed through a neural network, each pixel or region of the image corresponds to an input value for the neurons in the network.  These neurons apply a set of weights to each input, which determines how much influence each pixel has on the neuron’s output.  The weighted sum of these inputs is then passed through an activation function, which helps the network decide which features are most important. During training, the network adjusts these weights using algorithms like backpropagation.  For example, early layers of the network might learn to detect basic features like horizontal or vertical edges, while deeper layers combine these basic features to recognize more complex patterns.  C: @3blue1brown  #neuralnetworks #math #mathematics #datascience #deeplearning #engineering #coding #cs #computers #tech</video:description><video:content_loc>https://media.begenuin.com/temp_video/67724188fc9805f40980fa51_1737456967378.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>5589</video:view_count><video:publication_date>2025-10-16T07:23:18.405Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/logistic-regression-is-a-statistical-technique</loc><lastmod>2025-08-20</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/677634859dd990f7390f6612_1735802293684.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Logistic regression is a statistical technique used to model the probability of a binary outcome (for instance, whether an event will occur or not).   Unlike linear regression, logistic regression uses a logistic function (also known as the sigmoid function) to output probabilities between 0 and 1.   It’s commonly applied in scenarios where the output is categorical and binary, such as predicting whether an email is spam or not, or whether a patient has a certain disease based on various risk factors.  C: 3 minute data science  Join our AI community for more posts like this @aibutsimple 🤖  #machinelearning #math #datascience #computerscience #engineering #tech #deeplearning #education #educational</video:description><video:content_loc>https://media.begenuin.com/temp_video/677634859dd990f7390f6612_1735802293684.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>8294</video:view_count><video:publication_date>2025-08-20T23:45:07.317511Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/in-a-neural-network-a-neuron-functions-as-a-small</loc><lastmod>2025-08-20</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb96701c999ce76b0e2b8_1735802197542.png</video:thumbnail_loc><video:title>getintoai</video:title><video:description>In a neural network, a neuron functions as a small decision-making unit that assists in information processing.   It receives data, combines it in a specific way, and then uses a special function (an activation function) to determine the output.   This function adds “non-linearity,” which means that the neuron can handle more complex patterns.   Neurons interact in layers, with each layer transforming the data slightly more until the network can make accurate predictions or recognize patterns.   C: Emergent Garden  Join our AI community for more posts like this @aibutsimple 🤖  #machinelearning #deeplearning #engineering #computerscience #math #computerengineering #coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb96701c999ce76b0e2b8_1735802197542.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>8113</video:view_count><video:publication_date>2025-08-20T23:45:07.317511Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/curve-fitting-is-the-process-of-finding-a-pfyw</loc><lastmod>2025-08-20</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/676fb96a01c999ce76b0e2b9_1735708247863.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Curve fitting is the process of finding a mathematical function that best describes the relationship between a set of observed data points. The objective is to select a curve that minimizes the differences between the observed data and the values predicted by the curve. One common method to quantify these differences is the Sum of Squared Errors (SSE). SSE measures the total deviation of the predicted values from the actual values by summing the squares of these differences.   C: 3 minute data science (yt)  Join our AI community for more posts like this @aibutsimple 🤖  #machinelearning #coding #datascience #gpt #math #animation</video:description><video:content_loc>https://media.begenuin.com/temp_video/676fb96a01c999ce76b0e2b9_1735708247863.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>8289</video:view_count><video:publication_date>2025-08-20T23:45:07.317511Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/neural-networks-are-function-approximators-that</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c2d4b277692637345ad_1735373499499.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Neural networks are function approximators that can learn complex patterns from data.   They work by altering internal parameters so that input values are appropriately translated into output values. This process can be represented as bending lines to fit curves, in which the network adjusts its weights and biases to reduce the discrepancy between projected and actual outputs.  Neural networks are able to effectively generalize to unseen inputs by doing this because they are able to learn complex relationships within the data.   C: emergent garden  Join our AI community for more posts like this @aibutsimple 🤖  #machinelearning #deeplearning #computerscience #animation</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c2d4b277692637345ad_1735373499499.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>9011</video:view_count><video:publication_date>2025-05-13T03:54:59.211Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/here-are-some-common-yet-useful-math-notations</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572f2d4b277692637345ca_1735372762566.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Here are some common yet useful math notations for machine learning.  Math notation is useful for understanding the concepts and algorithms in machine learning.  Functions and operations such as the the predicted value (ŷ), summation (∑), and derivative (d/dx) are used frequently.   C: 3 minute data science (yt)  Join our AI community for more posts like this @aibutsimple 🤖  #math #datascience #machinelearning #deeplearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572f2d4b277692637345ca_1735372762566.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>8922</video:view_count><video:publication_date>2025-05-13T04:55:33.011Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/curve-fitting-is-the-process-of-finding-a</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572cee4b277692637345bc_1735372659513.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Curve fitting is the process of finding a function that best describes the relationship between a set of observed data points.   The idea is to select a curve that minimizes the differences between the observed data and the values predicted by the curve.  C: 3 minute data science (yt)  Join our AI community for more posts like this @aibutsimple 🤖  #machinelearning #coding #datascience #math #animation #computerengineering #computerscience #deeplearning</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572cee4b277692637345bc_1735372659513.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>8980</video:view_count><video:publication_date>2025-05-13T03:46:41.106Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/large-language-models-llms-are-advanced-deep</loc><lastmod>2025-08-20</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/675729884b27769263734575_1733807514586.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Large Language Models (LLMs) are advanced deep learning models that work like autocomplete machines.    These complex neural networks are trained on vast amounts of text data, learning to predict and generate human-like text by understanding patterns, context, and relationships between words.  LLMs work by breaking down input text into smaller units called tokens, processing these through layers of mathematical transformations, and then predicting the most likely next words.  C: @3blue1brown  Join our AI community for more posts like this @aibutsimple 🤖  #datascience #llm #gpt #mathematics #deeplearning #computerscience #coding #machinelearning #university</video:description><video:content_loc>https://media.begenuin.com/temp_video/675729884b27769263734575_1733807514586.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>11569</video:view_count><video:publication_date>2025-08-20T21:37:02.03393Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/convolutions-are-an-important-operation-in-deep</loc><lastmod>2025-08-20</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/67572c524b277692637345b5_1733807374178.png</video:thumbnail_loc><video:title>aibutsimple</video:title><video:description>Convolutions are an important operation in deep learning, particularly in Convolutional Neural Networks (CNNs), which are widely used for image and video processing tasks.   A convolution involves sliding a small matrix, called a filter or kernel, over the input data to produce a feature map that highlights specific patterns such as edges, textures, and shapes.   This operation allows CNNs to detect and learn hierarchical features from raw input data, allowing them to do things like classify images.  C: @3blue1brown  Join our AI community for more posts like this @aibutsimple 🤖</video:description><video:content_loc>https://media.begenuin.com/temp_video/67572c524b277692637345b5_1733807374178.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>11516</video:view_count><video:publication_date>2025-08-20T23:44:48.344909Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/dive-into-the-fascinating-world-of-chatgpt-pro</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/6756eba09e73e86d38dc5ab5_1733807145916.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Dive into the fascinating world of ChatGPT Pro and discover how its O1 mode enhances reliability and performance. Learn how extra computing power can tackle more complex problems and why this could change the game for pro users. Don&#39;t miss these insights!</video:description><video:content_loc>https://media.begenuin.com/temp_video/6756eba09e73e86d38dc5ab5_1733807145916.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>11668</video:view_count><video:publication_date>2025-10-16T07:23:18.4Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/youve-got-this-motivation-ronaldo-facts</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66a33f217610a862163909a0_1725897736044.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>You’ve got this! . . #motivation #ronaldo #facts #inpiration #football</video:description><video:content_loc>https://media.begenuin.com/temp_video/66a33f217610a862163909a0_1725897736044.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33194</video:view_count><video:publication_date>2025-10-16T07:23:18.396Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/keep-going-even-when-its-tough-trump-donaldtrump</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66a33ed47610a8621639099c_1725897732331.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Keep going, even when it&#39;s tough. #trump #donaldtrump #motivation #success #life #trending </video:description><video:content_loc>https://media.begenuin.com/temp_video/66a33ed47610a8621639099c_1725897732331.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33392</video:view_count><video:publication_date>2025-10-16T07:23:18.392Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/you-are-blessed-you-are-amazing-you-are-wonderful</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66a33ee37610a8621639099d_1725897719756.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>You are blessed, you are amazing, you are wonderful, you are special, you are unique, you are talented, you are gifted, and you are loved. #motivation #fact #ronaldo #success #fyp </video:description><video:content_loc>https://media.begenuin.com/temp_video/66a33ee37610a8621639099d_1725897719756.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33263</video:view_count><video:publication_date>2025-10-16T07:23:18.388Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/your-limitation-its-only-your-imagination</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66a33f0b7610a8621639099f_1725897719515.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>&#34;Your limitation—it&#39;s only your imagination.&#34; #motivation #football #fyp #success #life </video:description><video:content_loc>https://media.begenuin.com/temp_video/66a33f0b7610a8621639099f_1725897719515.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33368</video:view_count><video:publication_date>2025-10-16T07:23:18.383Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/you-are-more-powerful-than-you-think-motivation</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66a33ec47610a8621639099b_1725897719577.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>You are more powerful than you think. #motivation #fyp #ronaldo </video:description><video:content_loc>https://media.begenuin.com/temp_video/66a33ec47610a8621639099b_1725897719577.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33377</video:view_count><video:publication_date>2025-10-16T07:23:18.38Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/be-the-change-you-want-to-see-in-the-world</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66a33e917610a86216390998_1725897717214.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Be the change you want to see in the world. #motivation #success #facts #ronaldo </video:description><video:content_loc>https://media.begenuin.com/temp_video/66a33e917610a86216390998_1725897717214.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33307</video:view_count><video:publication_date>2025-10-16T07:23:18.375Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/1cf18ce53d8016f0</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66df1914350195ce68323379_1725897632249.png</video:thumbnail_loc><video:title>Jay Alammar</video:title><video:content_loc>https://media.begenuin.com/temp_video/66df1914350195ce68323379_1725897632249.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33275</video:view_count><video:publication_date>2025-05-13T03:49:07.289Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/1cf18c7d698016eb</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66df1747350195ce68323372_1725897596239.png</video:thumbnail_loc><video:title>Jay Alammar</video:title><video:content_loc>https://media.begenuin.com/temp_video/66df1747350195ce68323372_1725897596239.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33355</video:view_count><video:publication_date>2025-05-13T03:55:16.027Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/1cf18c6b03801673</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66df17bb350195ce68323376_1725897588145.png</video:thumbnail_loc><video:title>Jay Alammar</video:title><video:content_loc>https://media.begenuin.com/temp_video/66df17bb350195ce68323376_1725897588145.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33053</video:view_count><video:publication_date>2025-05-13T03:51:26.33Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/tools-like-langchain-https-github-com-hwchase-17</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66df1787350195ce68323373_1725897579775.png</video:thumbnail_loc><video:title>Jay Alammar</video:title><video:description>Tools like Langchain (https://github.com/hwchase17/langchain/tree/master/langchain) help you build applications on top of large language models. #shorts</video:description><video:content_loc>https://media.begenuin.com/temp_video/66df1787350195ce68323373_1725897579775.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33296</video:view_count><video:publication_date>2025-05-13T02:57:15.597Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/1cf18c4a8d00166f</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66df194d350195ce6832337a_1725897570366.png</video:thumbnail_loc><video:title>Jay Alammar</video:title><video:content_loc>https://media.begenuin.com/temp_video/66df194d350195ce6832337a_1725897570366.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33215</video:view_count><video:publication_date>2025-05-13T03:48:09.052Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/meet-pandas-one-of-the-key-python-datascience</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66df1976350195ce6832337b_1725897447371.png</video:thumbnail_loc><video:title>Jay Alammar</video:title><video:description>Meet pandas, one of the key #python #datascience tools.</video:description><video:content_loc>https://media.begenuin.com/temp_video/66df1976350195ce6832337b_1725897447370.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33306</video:view_count><video:publication_date>2025-05-13T04:55:12.215Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/meet-the-jupyter-notebook-one-of-the-main-tools</loc><lastmod>2025-05-13</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/66df17a5350195ce68323375_1725897443911.png</video:thumbnail_loc><video:title>Jay Alammar</video:title><video:description>Meet the Jupyter Notebook. One of the main tools used for data science and machine learning. #datascience #machinelearning #programming #coding #jupyter</video:description><video:content_loc>https://media.begenuin.com/temp_video/66df17a5350195ce68323375_1725897443911.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>33391</video:view_count><video:publication_date>2025-05-13T04:54:47.591Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/ai-images-younger-stars</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/bfe1a5cd-e5fd-47d6-a6f6-9558d1fea140_1721212952284.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Ai images stars with their younger ones</video:description><video:content_loc>https://media.begenuin.com/temp_video/bfe1a5cd-e5fd-47d6-a6f6-9558d1fea140_1721212952284.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>39649</video:view_count><video:publication_date>2025-10-16T07:23:18.371Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url><url><loc>https://www.qklitosf.begenuin.com/video/claud-ai-feature-testing-ai-coding</loc><lastmod>2025-10-16</lastmod><video:video><video:thumbnail_loc>https://media.begenuin.com/uploads/thumbnails/bfe1a5cd-e5fd-47d6-a6f6-9558d1fea140_1721212879903.png</video:thumbnail_loc><video:title>Closed AI</video:title><video:description>Claud.ai new feature testing for ai coding</video:description><video:content_loc>https://media.begenuin.com/temp_video/bfe1a5cd-e5fd-47d6-a6f6-9558d1fea140_1721212879903.mp4</video:content_loc><video:player_loc></video:player_loc><video:view_count>39960</video:view_count><video:publication_date>2025-10-16T07:23:18.366Z</video:publication_date><video:restriction relationship="deny"></video:restriction><video:live>no</video:live></video:video></url></urlset>