
The Coordination Crisis: Why LLMs Fail at Simultaneous Decision-Making
New research reveals a critical flaw in multi-agent LLM systems: while they excel in sequential tasks, they fail catastrophically when decisions must be made simultaneously, with deadlock rates exceeding 95%. This coordination failure persists even with communication enabled, challenging assumptions about emergent cooperation.
















