AINeutralarXiv – CS AI · 8h ago6/10
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Hallucination as Context Drift: Synchronization Protocols for Multi-Agent LLM Systems
Researchers propose that hallucinations in multi-agent LLM systems stem from context drift—misaligned knowledge states between concurrent agents—rather than model deficiencies alone. They introduce the Context Divergence Score and Shared State Verification Protocol to synchronize agent states efficiently, achieving 34% fewer hallucinations than naive broadcast methods while using 58% fewer API calls.
🧠 Claude