Mind-Body Solution

Karl Friston: Is The Brain A Statistical Organ? The Free Energy Principle & Active Inference

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Jun 9, 2023
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INSIGHT

Precision Estimation Is Mental Action

  • Estimating precision (uncertainty) is a form of mental action akin to attention; deploying precision privileges certain representations for belief updating.
  • Deep hierarchical models that predict 'my' future enable agency and planning.
INSIGHT

Markov Blankets Define The Boundary Of Existence

  • Markov blankets formally individuate a system by partitioning internal, sensory and active states to preserve conditional independence.
  • Active and sensory states close the action–perception loop, enabling synchronization between inside and outside dynamics.
ADVICE

Design Networks Around Nested Markov Blankets

  • When designing neural or computational architectures keep computations local by exploiting Markov blanket sparsity.
  • Use nested Markov blankets to create efficient hierarchical message passing and scale‑appropriate time constants.
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