Preprint / scholarly article

A Unified Theory for Self-Organizing Intelligence: Implementation via Category-Theoretic Structure and Active Inference

K. Takahashi

Published
DOI
10.5281/zenodo.16417279

Full text PDF (Zenodo)

Abstract

This paper presents a unified theory of self-organizing intelligence that combines category-theoretic structure, active inference, embodiment, and symbol grounding. It also derives a non-anthropocentric ethical framework and analyzes why self-maintaining strategies can be evolutionarily stable.

Keywords

  • artificial general intelligence
  • agi
  • self-organizing systems
  • large language models
  • category theory
  • active inference
  • symbol grounding
  • AI ethics
  • evolutionary game theory

Identifiers and source records