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Preprint Sep 2026

Where Do Multi-Agent Systems Fail? Evidence-Grounded Diagnosis of Collective Mechanisms

When a multi-agent system answers correctly, it is tempting to conclude that its agents shared, checked, and used information as intended. Yet a system can break one of its collective mechanisms, the rules that govern how agents route, admit, store, and act on shared information, and still return the right answer, whil...

Zheng Han · 0 citations
Preprint Aug 2026

When Do Institutions Beat Intelligence?

The choice between intelligence and institutions is recast as a diagnosis of where collective reasoning fails, and institutions help when they repair failures in how a collective constructs usable public state but lose their advantage when their signals are uninformative or uncheckable.

Zheng Han · 0 citations

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