Crosswalk: Discipline Invariants Mapped to the TOPS Influence‑Operations Framework for AI‑Mediated Judgment Environments

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Authors: Narnaiezzsshaa Truong
Cited by: 0

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