Preprint / scholarly article

A Formal Framework for Teleogenesis in Self-Organizing Intelligence: Integration of the Free Energy Principle, Category Theory, and a 5-Dimensional Branching Model

K. Takahashi

Published
DOI
10.5281/zenodo.16783997

Full text PDF (Zenodo)

Abstract

This preprint formalizes teleogenesis in self-organizing intelligence by combining the Free Energy Principle, category-theoretic structure, and a five-dimensional branching model for structural evolution. It treats purpose formation and self-modification as computable processes subject to safety and stability conditions.

Keywords

  • AI
  • agi
  • asi
  • telegonesis
  • self-organizing systems
  • free energy principle
  • category theory
  • AI safety
  • control theory
  • input-to-state stability
  • iss

Identifiers and source records