Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management 事件

Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management arXiv:2605.17036v3 Announce Type: replace Abstract: This paper studies autonomous generative AI agents in multi-echelon supply chains using the MIT Beer Game. We identify four inference-time levers that shape performance: model selection, policies and guardrails, centralized data sharing, and prompt engineering. Model capability is the dominant factor: an out-of-the-box reasoning model exceeds human-level performan