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#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence

Podcast: Play in new window | DownloadSubscribe: Spotify | TuneIn | Oriol Vinyals is the Research Director and Deep Learning Lead at DeepMind. Please support this podcast by checking out our sponsors:– Shopify: https://shopify.com/lex to get 14-day free trial– Weights & Biases: https://lexfridman.com/wnb– Magic Spoon: https://magicspoon.com/lex and use code LEX to get $5 off– Blinkist: https://blinkist.com/lex and use code LEX to get 25% off premium
EPISODE LINKS:Oriol’s Twitter: https://twitter.com/oriolvinyalsmlOriol’s publications: https://scholar.google.com/citations?user=NkzyCvUAAAAJDeepMind’s Twitter: https://twitter.com/DeepMindDeepMind’s Instagram: https://instagram.com/deepmindDeepMind’s Website: https://deepmind.comPapers:1. Gato: https://deepmind.com/publications/a-generalist-agent2. Flamingo: https://deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model3. Language Models are Few-Shot Learners: https://arxiv.org/abs/2005.141654. Emergent Abilities of Large Language Models: https://arxiv.org/abs/2206.076825. Attention Is All You Need: https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf
PODCAST INFO:Podcast website: https://lexfridman.com/podcastApple Podcasts: https://apple.co/2lwqZIrSpotify: https://spoti.fi/2nEwCF8RSS: https://lexfridman.com/feed/podcast/YouTube Full Episodes: https://youtube.com/lexfridmanYouTube Clips: https://youtube.com/lexclips
SUPPORT & CONNECT:– Check out the sponsors above, it’s the best way to support this podcast– Support on Patreon: https://www.patreon.com/lexfridman– Twitter: https://twitter.com/lexfridman– Instagram: https://www.instagram.com/lexfridman– LinkedIn: https://www.linkedin.com/in/lexfridman– Facebook: https://www.facebook.com/lexfridman– Medium: https://medium.com/@lexfridman
OUTLINE:Here’s the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.(00:00) – Introduction(05:18) – AI(20:14) – Weights(26:33) – Gato(1:01:22) – Meta learning(1:15:21) – Neural networks(1:37:46) – Emergence(1:44:30) – AI sentience(2:08:27) – AGI

This entry was posted in ai on July 26, 2022 by lexteam.

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