Preprint / scholarly article

Unified Natural-Law Intelligence (UNLI)

K. Takahashi

Published
DOI
10.5281/zenodo.17249352

Abstract

The work proposes a physics-grounded theory of intelligence as a nondual autopoietic excitation governed by a global energy–dissipation inequality (EDI) and audited by anytime-valid statistics.

Keywords

  • AI
  • large language models
  • asi
  • superintelligence
  • unified natural-law intelligence
  • no-meta dialectical limit
  • audited meta-dependence
  • invariant-constraint selectors
  • e-process
  • test supermartingale
  • ville inequality

Identifiers and source records