Governance Geometry: What Execution Integrity Cannot Govern

Current discourse on AI execution integrity treats the hardware boundary as the primary locus of governance. This paper argues that execution integrity, while necessary, is insufficient as a standalone architecture. Sovereignty in multi-stakeholder AI systems requires governance structures capable of distinguishing upstream distortions from downstream enforcement. This work identifies the structural surfaces missing from boundary-centric approaches and outlines the conditions any governance model must satisfy to remain valid across heterogeneous actors, models, and temporal contexts.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-26
DOI
https://doi.org/10.5281/zenodo.19229957
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Governance Geometry: What Execution Integrity Cannot Govern

Narnaiezzsshaa Truong
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Governance Geometry: What Execution Integrity Cannot Govern

Narnaiezzsshaa Truong
article en

Abstract

Current discourse on AI execution integrity treats the hardware boundary as the primary locus of governance. This paper argues that execution integrity, while necessary, is insufficient as a standalone architecture. Sovereignty in multi-stakeholder AI systems requires governance structures capable of distinguishing upstream distortions from downstream enforcement. This work identifies the structural surfaces missing from boundary-centric approaches and outlines the conditions any governance model must satisfy to remain valid across heterogeneous actors, models, and temporal contexts.

Zenodo (CERN European Organization for Nuclear Research)
American Rock Mechanics Association (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 9%
Ethics and Social Impacts of AI
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