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

2022-07-26 · 135 min · 27 entities

episode page audio

Asserted relationships

→ references @Lexfridman website

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://youtube.com/lexfridman
→ references Citations concept

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://scholar.google.com/citations?user=NkzyCvUAAAAJ
→ appeared on Lex Fridman Podcast podcast

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#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence
→ hosted by Lex Fridman person

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Feed author/publisher: Lex Fridman
→ discusses Technology concept

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Feed category: Technology
→ discusses Science concept

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Feed category: Science
→ discusses Society & Culture concept

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Feed category: Society & Culture
→ discusses Philosophy concept

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Feed category: Philosophy
→ references Lexclips website

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Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://youtube.com/lexclips
→ references deepmind.com website

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://deepmind.com/
→ references A Generalist Agent person

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://deepmind.com/publications/a-generalist-agent
→ references Tackling Multiple Tasks With A Single Visual Language Model website

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
→ references 3f5ee243547dee91fbd053c1c4a845aa Paper website

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf

Entities found in this episode

concepts 11

mentioned Citations concept

0.90

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://scholar.google.com/citations?user=NkzyCvUAAAAJ
references Citations concept

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://scholar.google.com/citations?user=NkzyCvUAAAAJ
mentioned Technology concept

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Feed category: Technology
mentioned Science concept

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Feed category: Science
mentioned Society & Culture concept

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Feed category: Society & Culture
mentioned Philosophy concept

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Feed category: Philosophy
discusses Technology concept

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Feed category: Technology
discusses Science concept

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Feed category: Science
discusses Society & Culture concept

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Feed category: Society & Culture
discusses Philosophy concept

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Feed category: Philosophy
mentioned Deep Learning concept

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

websites 10

mentioned @Lexfridman website

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://youtube.com/lexfridman
references @Lexfridman website

0.77

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://youtube.com/lexfridman
mentioned Lexclips website

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://youtube.com/lexclips
mentioned deepmind.com website

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evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://deepmind.com/
mentioned Tackling Multiple Tasks With A Single Visual Language Model website

0.45

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
mentioned 3f5ee243547dee91fbd053c1c4a845aa Paper website

0.45

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf
references Lexclips website

0.38

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://youtube.com/lexclips
references deepmind.com website

0.38

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://deepmind.com/
references Tackling Multiple Tasks With A Single Visual Language Model website

0.38

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
references 3f5ee243547dee91fbd053c1c4a845aa Paper website

0.38

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf

persons 5

mentioned Lex Fridman person

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Feed author/publisher: Lex Fridman
mentioned Oriol Vinyals person

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#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence
hosted by Lex Fridman person

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evidence
Feed author/publisher: Lex Fridman
mentioned A Generalist Agent person

0.45

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://deepmind.com/publications/a-generalist-agent
references A Generalist Agent person

0.38

evidence
Link in episode "#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence": https://deepmind.com/publications/a-generalist-agent

podcasts 1

appeared on Lex Fridman Podcast podcast

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

Episode description as stored

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/oriolvinyalsml Oriol’s publications: https://scholar.google.com/citations?user=NkzyCvUAAAAJ DeepMind’s Twitter: https://twitter.com/DeepMind DeepMind’s Instagram: https://instagram.com/deepmind DeepMind’s Website: https://deepmind.com Papers: 1. Gato: https://deepmind.com/publications/a-generalist-agent 2. Flamingo: https://deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model 3. Language Models are Few-Shot Learners: https://arxiv.org/abs/2005.14165 4. Emergent Abilities of Large Language Models: https://arxiv.org/abs/2206.07682 5. Attention Is All You Need: https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube 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