Preprint / scholarly article

Liberty Under No-Meta Drift

K. Takahashi

Published
DOI
10.5281/zenodo.18753475

Full text PDF (Zenodo)

Abstract

This preprint establishes a testable theory of autonomous intelligence under no-meta ontology drift constraints, yielding auditable persistence and leakage-resource bounds without privileged semantic access. It unifies information-theoretic identifiability limits, thermodynamic irreversibility costs, geometric drift structure, and cryptographic accountability conditions for long-horizon AI governance.

Keywords

  • no-meta governance
  • ontology drift
  • persistent semantics
  • autonomous intelligence
  • AI safety
  • information leakage bounds
  • thermodynamic limits
  • semantic identifiability
  • cryptographic auditing
  • robust autonomy
  • multi-agent governance
  • accountable AI

Identifiers and source records