supply-chain-management

This paper studies autonomous generative AI agents in multi-echelon supply chains using the MIT Beer Game, identifying four inference-time levers and introducing the concept of agent bullwhip. It shows that a reasoning model can exceed human performance, and proposes GRPO-based post-training to improve reliability.