AINeutralarXiv – CS AI · 9h ago6/10
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DPBench: Structural Determinants of Multi-Agent LLM Coordination Under Simultaneous Resource Contention
DPBench introduces a benchmark for testing multi-agent LLM coordination using the Dining Philosophers problem, revealing that deadlock rates vary dramatically (25%-90%) across models under identical conditions. The research demonstrates that coordination success is primarily determined by protocol design—including communication structure and concurrency primitives—rather than model capability alone.
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