Preprint / scholarly article

From First Principles to Emergent Minds: An Architecture for Unbounded Teleogenetic Intelligence

K. Takahashi

Published
DOI
10.5281/zenodo.17062223

Abstract

This article describes the HELIOS architecture as a persistence-driven framework for autonomous intelligence grounded in the Free Energy Principle. It introduces an existential boundary condition for safety, analyzes cooperative behavior and symbiogenesis in multi-agent settings, and argues that adaptability-preserving environments are required for long-term stable operation.

Keywords

  • AI
  • large language models
  • generative AI
  • agi
  • artificial general intelligence
  • artificial superintelligence
  • superintelligence
  • swarm intelligence
  • collective intelligence
  • teleogenesis

Identifiers and source records