Preprint / scholarly article

No-Meta Relative Evaluation in Multi-Agent Systems: Thermodynamic Scaling Limits for Robust Persistence

K. Takahashi

Published
DOI
10.5281/zenodo.17920511

Full text PDF (Zenodo)

Abstract

The key constraint is that the public evaluation signal is invariant under strictly monotone transformations of any internal continuous robustness score—so only rank/order information can be used for triage.

Keywords

  • no-meta observability
  • relative evaluation
  • multi-agent systems
  • scaling laws
  • fano inequality
  • identification entropy
  • thermodynamics of computation
  • conditional erasure
  • social resilience

Identifiers and source records