Preprint / scholarly article

Natural-Law Constraints on Active Inference

K. Takahashi

Published
DOI
10.5281/zenodo.17905117

Full text PDF (Zenodo)

Abstract

Within this joint setting, the work introduces an intrinsic predictive semantic capacity of the agent’s internal code with respect to a future viability observable, defined via mutual information relative to a baseline “minimally predictive” internal state.

Keywords

  • active inference
  • free energy principle
  • macroscopic fluctuation theory
  • non-equilibrium thermodynamics
  • information thermodynamics
  • expected free energy
  • epistemic value
  • semantics
  • emergent intelligence
  • semantic capacity
  • excess dissipation

Identifiers and source records