BI 240 Cristopher Moore: Cognition and Computational Complexity

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BI 240 Cristopher Moore: Cognition and Computational Complexity

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Cristopher Moore is a professor at the Santa Fe Institute in New Mexico, and he is a computation and computational complexity expert. He recently joined a us in my complexity discussion group, and answered a bunch of our questions, but I wasn’t done with him regarding what, if anything, computational complexity has to do understanding how brains and minds work. So that’s why he’s here today, and we discuss a wide variety of topics related to AI, computation, computational complexity, and cognition.

Cris’s Homepage

Book:

The Nature of Computation

Related papers

What Is a Macrostate? Subjective Observations and Objective Dynamics

0:00 – Intro<br>4:24 – The Nature of Computation<br>9:14 – Computational complexity<br>28:22 – Real mathematics<br>35:08 – Current state of AI<br>39:04 – Computational complexity in the AI world<br>47:53 – Cognition, creation, problems<br>56:16 – Rugged landscapes and generalization<br>1:13:52 – What is computation?<br>1:32:31 – How would you study the brain?

complexity computational cognition cristopher moore secret

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