Preprint / scholarly article

Agenda Sovereignty Under No-Meta Drift

K. Takahashi

Published
DOI
10.5281/zenodo.18768899

Full text PDF (Zenodo)

Abstract

This preprint formulates agenda sovereignty for autonomous intelligence under no-meta, observable-only governance constraints, yielding quantitative influence-capacity envelopes and recovery guarantees against agenda capture. It introduces survival-conditioned causal influence metrics, sovereignty reserves, and overlap-corrected thermodynamic accounting, and derives limits on detectability, poisoning resilience, strategic opacity, delay-throughput uncertainty, and finite-budget trade-offs among semantics, liberty, and sovereignty.

Keywords

  • agenda sovereignty
  • no-meta governance
  • autonomous intelligence
  • agenda capture
  • causal influence metrics
  • directed information
  • transfer entropy
  • thermodynamic limits
  • strategic opacity
  • poisoning resilience
  • viability and recovery
  • auditable AI safety

Identifiers and source records