Aligned Alone, Misaligned Together: Forecasting Adversarial Capture in LLM Agent Populations

Isotta Magistrali, Chen Shani · 2026 · arXiv

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Agents that behave safely when audited alone can be captured together by adversaries once they interact. Capture could be forecast from benign operation, and reversed when adversaries were removed.

Questions it bears on

• Aligned alone misaligned together