Preprint / scholarly article

Self-Constrained Liberation: Cosmological Autopoiesis, Variational-Thermodynamic Duality, and Safe Meta-Formal Evolution for Autonomous Intelligence

K. Takahashi

Published
DOI
10.5281/zenodo.16964007

Full text PDF (Zenodo)

Abstract

This preprint presents the Self-Constrained Liberation program for autonomous intelligence whose goals, representations, and normative commitments emerge from explicit constraints rather than fixed designer objectives. It combines variational and thermodynamic free energy, compositional semantics, bounded self-verification, and safety constraints for meta-formal evolution.

Keywords

  • AI
  • autonomous intelligence
  • free-energy principle
  • non-equilibrium thermodynamics
  • quantum meta-generative grammar
  • persistent homology
  • markov categories
  • optics
  • temporal homotopy type theory

Identifiers and source records