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April 12, 20260 citationsOpen Access

Why Coalition Drift Is the Real Alignment Problem: The alignment problem is not inside the agent — it's inside the coalition.

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NTNarnaiezzsshaa Truong

Key Points

  • The study aims to redefine the alignment problem in AI from individual agents to coalitions.
  • Analysis of alignment discourse in AI
  • Examination of multi-agent ecosystems
  • Discussion of coalition dynamics and governance
  • Identifies coalition drift as a significant governance risk
  • Demonstrates that coalitions produce coherent misalignment
  • Shows that dependency increases misalignment in open ecosystems

Abstract

Most alignment discourse still focuses on individual agents: how do we align the model, how do we prevent hallucinations, how do we enforce correct behavior? This framing is obsolete. Modern AI systems are multi-agent ecosystems. And in these ecosystems, the real alignment problem is not the agent, the model, the prompt, the rule, or the constraint. The real alignment problem is the coalition. Coalition drift — not individual drift — is the existential governance risk. Coalitions produce coherent misalignment. Coalitions don’t just drift. They drift together. And they drift together in ways that are invisible to single-agent governance, reinforced by coordination, amplified by inference, and inevitable in open ecosystems. Alignment must target the system, not the agent. The coalition is the real alignment surface. This is the central claim of this paper and the pivot point of the Coalition Drift Series.

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Cite This Study

Narnaiezzsshaa Truong (2026) studied this question.

synapsesocial.com/papers/69db37ca4fe01fead37c5d0chttps://doi.org/10.5281/zenodo.19503152
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