Coalition Drift Mitigation: Why you cannot stop coalition drift — but you can contain it, observe it, and prevent it from becoming catastrophic.

Coalition drift is the most dangerous form of divergence in multi-agent ecosystems. It is emergent, systemic, synchronized, plausible, and self-reinforcing. Because it arises from physics, not behavior, it cannot be fixed by better prompts, stricter rules, stronger guardrails, more verification steps, or more alignment training. This paper explains what governance can do to mitigate coalition drift — and what governance cannot do, no matter how sophisticated the enforcement layer becomes. The hard truth comes first: governance cannot prevent coalition drift. It can observe drift, contain drift, bound drift, verify drift-aligned claims, and design drift-resistant workflows. The goal is not to stop drift. The goal is to keep drift from becoming destiny.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-11
DOI
https://doi.org/10.5281/zenodo.19502986
Primary Topic
Distributed systems and fault tolerance
Type
article
Field-Weighted Citation Impact
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article

Coalition Drift Mitigation: Why you cannot stop coalition drift — but you can contain it, observe it, and prevent it from becoming catastrophic.

Narnaiezzsshaa Truong
Zenodo (CERN European Organization for Nuclear Research)
Distributed systems and fault tolerance
article

Coalition Drift Mitigation: Why you cannot stop coalition drift — but you can contain it, observe it, and prevent it from becoming catastrophic.

Narnaiezzsshaa Truong
article en

Abstract

Coalition drift is the most dangerous form of divergence in multi-agent ecosystems. It is emergent, systemic, synchronized, plausible, and self-reinforcing. Because it arises from physics, not behavior, it cannot be fixed by better prompts, stricter rules, stronger guardrails, more verification steps, or more alignment training. This paper explains what governance can do to mitigate coalition drift — and what governance cannot do, no matter how sophisticated the enforcement layer becomes. The hard truth comes first: governance cannot prevent coalition drift. It can observe drift, contain drift, bound drift, verify drift-aligned claims, and design drift-resistant workflows. The goal is not to stop drift. The goal is to keep drift from becoming destiny.

Zenodo (CERN European Organization for Nuclear Research)
American Rock Mechanics Association (US)
Life in Land
Openalex Percentile: Top 15%
Distributed systems and fault tolerance
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