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Machine Learning Street Talk (MLST)

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

Sep 5, 2023
In a thought-provoking discussion, Karl Friston, the inventor of the free energy principle; Chris Buckley, a neural computation expert; and Maxwell Ramstead, a leading scholar, explore deep connections between the free energy principle and enactivism. They debate cognitive structures, the role of goals in systems, and operational closure concepts. Maxwell highlights how generative models capture organizational dependencies, while Chris shares his journey from skepticism to advocacy for FEP. Together, they tackle philosophical divides, embodying the intricacies of cognition and autonomy.
01:34:46

Podcast summary created with Snipd AI

Quick takeaways

  • The podcast explores the compatibility between the free energy principle and enactivism, highlighting areas of contention such as operational closure and the definition of auto-poietic.
  • The generative model in the free energy principle captures the organizational dependencies of a system, emphasizing the distinction between structure and organization.

Deep dives

Auto-poiesis and activism

The podcast episode explores the compatibility between the free energy principle and activism, specifically auto-poiesis. It discusses a paper critical of FEP and highlights areas of contention such as a definition of auto-poietic, historicity, temporal sequence invariance, and non-steady state equilibria. It also delves into the debate on internalism versus externalism in cognitive systems.

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