Brain Inspired

BI 159 Chris Summerfield: Natural General Intelligence

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Jan 26, 2023
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INSIGHT

Neuroscience Shaped AI's History

  • Neuroscience has historically influenced AI and continues to shape architectures and ideas.
  • The relationship is bidirectional: AI tools invigorate neuroscience research and debates.
INSIGHT

Match Inductive Biases To The World

  • Inductive biases should match properties of the natural world to work well.
  • Memory systems illustrate useful modular biases tuned to different timescales.
INSIGHT

Intelligence Depends On Embodiment

  • An agent's umwelt shapes what intelligence looks like; different bodies and goals produce different minds.
  • Building human-like AI isn't necessary or always desirable because problems and affordances differ.
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