Crosswalk: Discipline Invariants Mapped to the TOPS Influence‑Operations Framework for AI‑Mediated Judgment Environments
Abstract
This document establishes a standards‑grade crosswalk between five discipline invariants—Lineage Anchoring, Role Integrity, Drift Telemetry, Reversibility, and Sovereignty Preservation—and the four elements of the TOPS framework (Tactic, Objective, Playbook, Signals). The crosswalk provides a substrate‑level governance architecture for institutions deploying AI systems that participate in legal, regulatory, investigative, or arbitral judgment. It defines controls, evidence requirements, and review cadences that preserve institutional integrity in adversarial information ecosystems.
Fields of Study & Subjects
Ethics and Social Impacts of AI
Artificial Intelligence in Law
Digitalization
Law
and Regulation
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 6 February 2026
- Language
- EN