Oriol Vinyals: Deep Learning and Artificial General Intelligence | Lex Fridman Podcast #306

Oriol Vinyals is the Research Director and Deep Learning Lead at DeepMind. Please support this podcast by checking out our sponsors:
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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

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OUTLINE:
0:00 – Introduction
0:34 – AI
15:31 – Weights
21:50 – Gato
56:38 – Meta learning
1:10:37 – Neural networks
1:33:02 – Emergence
1:39:47 – AI sentience
2:03:43 – AGI

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