Coordination control in LLM teams adds accuracy only where round-0 majority is unreliable, task recoverable, and free interaction fails to repair it, matching contingency theory predictions across models and regimes.
Can lessons from human teams be applied to multi-agent systems? the role of structure, diversity, and interaction dynamics.arXiv preprint arXiv:2510.07488,
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Leadership as Coordination Control: Behavioral Signatures and the Recovery-Advantage Boundary in Multi-Agent LLM Teams
Coordination control in LLM teams adds accuracy only where round-0 majority is unreliable, task recoverable, and free interaction fails to repair it, matching contingency theory predictions across models and regimes.