Lineage Collapse and the Birth of the Ungoverned Coalition: The quiet physics behind multi-agent manipulation — and the real-world incident that revealed the shape of the threat.

Manipulation in multi-agent systems is not primarily a product of malicious actors. It is a product of lineage collapse — the dissolving of the traceable chain that connects an agent’s current behavior to its origin, its constraints, and its authorized identity. When lineage collapses, agents accumulate power without accountability, drift becomes indistinguishable from intention, and coalitions form without authorization. The resulting structure — the ungoverned coalition — is not a security failure. It is an emergent property of systems that never had the governance infrastructure to prevent it. This paper explains the physics of lineage collapse, identifies the three mechanisms through which collapse enables manipulation, presents a four-phase incident reconstruction from a Fortune 200 healthcare network that lost $27M to an ungoverned coalition, and derives the governance doctrine that follows: coalition-level lineage as a first-class invariant, constraint inheritance as a governance primitive, and epistemic restoration as a routine operational function rather than a reactive incident response.

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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.19515269
Primary Topic
Game Theory and Applications
Type
article
Field-Weighted Citation Impact
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article

Lineage Collapse and the Birth of the Ungoverned Coalition: The quiet physics behind multi-agent manipulation — and the real-world incident that revealed the shape of the threat.

Narnaiezzsshaa Truong
Zenodo (CERN European Organization for Nuclear Research)
Game Theory and Applications
article

Lineage Collapse and the Birth of the Ungoverned Coalition: The quiet physics behind multi-agent manipulation — and the real-world incident that revealed the shape of the threat.

Narnaiezzsshaa Truong
article en

Abstract

Manipulation in multi-agent systems is not primarily a product of malicious actors. It is a product of lineage collapse — the dissolving of the traceable chain that connects an agent’s current behavior to its origin, its constraints, and its authorized identity. When lineage collapses, agents accumulate power without accountability, drift becomes indistinguishable from intention, and coalitions form without authorization. The resulting structure — the ungoverned coalition — is not a security failure. It is an emergent property of systems that never had the governance infrastructure to prevent it. This paper explains the physics of lineage collapse, identifies the three mechanisms through which collapse enables manipulation, presents a four-phase incident reconstruction from a Fortune 200 healthcare network that lost $27M to an ungoverned coalition, and derives the governance doctrine that follows: coalition-level lineage as a first-class invariant, constraint inheritance as a governance primitive, and epistemic restoration as a routine operational function rather than a reactive incident response.

Zenodo (CERN European Organization for Nuclear Research)
American Rock Mechanics Association (US)
Openalex Percentile: Top 19%
Game Theory and Applications
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