29min chapter

Machine Learning Street Talk (MLST) cover image

Autopoitic Enactivism and the Free Energy Principle - Prof. Friston, Prof Buckley, Dr. Ramstead

Machine Learning Street Talk (MLST)

CHAPTER

Generative Models and Free Energy

This chapter explores the concept of generative models and their relationship to the free energy principle, clarifying that generative models represent system dependencies rather than mental representations. The speakers discuss the equivalence between minimizing free energy and sustaining a system through structured dependencies, as well as the distinction between structure and organization. They also address the issues of path dependency, historicity, and the different applications of the free energy principle.

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