Preprint / scholarly article

Thermodynamic Detection of Irreversible Phase Transitions for No-Meta Agents

K. Takahashi

Published
DOI
10.5281/zenodo.18013000

Full text PDF (Zenodo)

Abstract

The preprint defines an audit-friendly contract K_t that partitions agent cores into phases via probe responses and provides an information-theoretic certificate for irreversible phase transitions under finite memory, monitoring, and energy budgets, yielding a practical monitoring blueprint for no-meta agents.

Keywords

  • no-meta
  • irreversible phase transition
  • finite memory
  • contract monitoring
  • probe family
  • conditional min-entropy
  • guessing probability
  • information thermodynamics
  • auditability
  • resource constraints
  • self-modifying agents

Identifiers and source records