Chapter

The Intersection of AI and Neuroscience
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1:43:31 - 1:53:18 (09:47)

Researchers hope that the intersection of AI and neuroscience could create a new era in the study of the structure of behavior and its underlying substrates, which would be informed by the computational mechanisms that AI is bringing to researchers' attention.

Clips
Researchers suspect that dopamine might be using a distributional coding technique to represent surprise signals, rather than collapsing everything into a single number.
1:43:31 - 1:47:45 (04:14)
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Neuroscience
Summary

Researchers suspect that dopamine might be using a distributional coding technique to represent surprise signals, rather than collapsing everything into a single number.

Chapter
The Intersection of AI and Neuroscience
Episode
#106 – Matt Botvinick: Neuroscience, Psychology, and AI at DeepMind
Podcast
Lex Fridman Podcast
A rebirth of interest in the structure of behavior and its underlying substrates is coming to play by combining the growing focus on behavior and the widespread interest in what's going on in AI for a new chapter in neuroscience research.
1:47:45 - 1:51:14 (03:28)
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Neuroscience
Summary

A rebirth of interest in the structure of behavior and its underlying substrates is coming to play by combining the growing focus on behavior and the widespread interest in what's going on in AI for a new chapter in neuroscience research.

Chapter
The Intersection of AI and Neuroscience
Episode
#106 – Matt Botvinick: Neuroscience, Psychology, and AI at DeepMind
Podcast
Lex Fridman Podcast
The challenge in AI is to build systems that are flexible enough to have cognitive control and quickly adapt to new demands.
1:51:14 - 1:53:18 (02:04)
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AI
Summary

The challenge in AI is to build systems that are flexible enough to have cognitive control and quickly adapt to new demands. Some argue that deep learning and deep RL are inadequate in providing this flexibility.

Chapter
The Intersection of AI and Neuroscience
Episode
#106 – Matt Botvinick: Neuroscience, Psychology, and AI at DeepMind
Podcast
Lex Fridman Podcast