NOD architecture improves LLM service agent reliability by externalizing global state for explicit tracking and using an independent Director for oversight on critical actions, yielding higher task success and fewer violations on τ²-Bench.
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No Action Without a NOD: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents
NOD architecture improves LLM service agent reliability by externalizing global state for explicit tracking and using an independent Director for oversight on critical actions, yielding higher task success and fewer violations on τ²-Bench.