5min chapter

Machine Learning Street Talk (MLST) cover image

Dr. MAXWELL RAMSTEAD - The Physics of Survival

Machine Learning Street Talk (MLST)

CHAPTER

The Free Energy Principle for Machine Learning

The free energy principle allows us to formalize the thermodynamics of information writing onto the boundary. It's sort of like, you know, a Carnot cycle analysis, but for an engine, but for AI. So if you set up some simulation system using active inference, you are generating a model that is as predictably accurate as possible,. But also that expands as little energy as possible.

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