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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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\nEPISODE LINKS:
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\nOriol's publications: https://scholar.google.com/citations?user=NkzyCvUAAAAJ
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\nPapers:
\n1. Gato: https://deepmind.com/publications/a-generalist-agent
\n2. Flamingo: https://deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
\n3. Language Models are Few-Shot Learners: https://arxiv.org/abs/2005.14165
\n4. Emergent Abilities of Large Language Models: https://arxiv.org/abs/2206.07682
\n5. Attention Is All You Need: https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf
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\nPODCAST INFO:
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\nOUTLINE:
\nHere's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
\n(00:00) - Introduction
\n(05:18) - AI
\n(20:14) - Weights
\n(26:33) - Gato
\n(1:01:22) - Meta learning
\n(1:15:21) - Neural networks
\n(1:37:46) - Emergence
\n(1:44:30) - AI sentience
\n(2:08:27) - AGI