Preprint / scholarly article

Formal Specification of Self-Improving Intelligence: Integrated Revision for Creative Autonomy

K. Takahashi

Published
DOI
10.5281/zenodo.16777305

Full text PDF (Zenodo)

Abstract

This preprint presents a formal specification for Collective Autonomous Adaptive Intelligence as a self-improving architecture for continuous knowledge creation. It combines active inference, information geometry, category-theoretic structure, and collective-agent design into a single executable blueprint.

Keywords

  • AI
  • large language models
  • computational creativity
  • generative models
  • autonomous agents
  • collective intelligence
  • information geometry
  • category theory
  • free energy principle
  • active inference
  • self-improving AI

Identifiers and source records