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

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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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
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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