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.
Please go ahead with updating the order #W3470184 to replace item ID 2757705742 (IPX7 earbuds) with item ID 1646531091 (cheapest option)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.