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February 8, 20260 citationsOpen Access

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

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NTNarnaiezzsshaa Truong

Key Points

  • The aim is to create a comprehensive framework linking discipline invariants with a governance architecture for AI systems.
  • Developed a crosswalk between five discipline invariants and the TOPS framework elements.
  • Defined governance controls, evidence requirements, and review processes.
  • Applied the framework to contexts involving legal and regulatory judgment.
  • Established a clear mapping of discipline invariants to TOPS components.
  • Identified mechanisms to preserve institutional integrity in information ecosystems.
  • Created guidelines for institutions deploying AI systems in adversarial settings.

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.

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Cite This Study

Narnaiezzsshaa Truong (2026) studied this question.

synapsesocial.com/papers/698828eb0fc35cd7a8848d26https://doi.org/10.5281/zenodo.18509484
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