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Information, Entropy and Intelligence Lectures

Lectures

Image of Introduction, Probability Review, and Motivation

Week 1: Introduction, Probability Review, and Motivation

2026-10-13

Image of Boltzmann, Free Energy, and Entropy

Week 2: Boltzmann, Free Energy, and Entropy

2026-10-20

Image of Shannon Entropy and the Partition Function

Week 3: Shannon Entropy and the Partition Function

2026-10-27

Image of Maxwell’s Demon and Landauer’s Principle

Week 4: Maxwell’s Demon and Landauer’s Principle

2026-11-03

Image of Maximum Entropy and the Exponential Family

Week 5: Maximum Entropy and the Exponential Family

2026-11-10

Image of Fisher Metric and Thermodynamic Length

Week 6: Fisher Metric and Thermodynamic Length

2026-11-17

Image of Projection, Natural Gradient, and Optimal Protocols

Week 7: Projection, Natural Gradient, and Optimal Protocols

2026-11-24

Image of Probability Transport and Limits on Intelligence

Week 8: Probability Transport and Limits on Intelligence

2026-12-01