Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems 事件

Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems arXiv:2605.26302v1 Announce Type: cross Abstract: Long-lived AI agents are increasingly deployed as persistent operational systems, yet they are still evaluated like freshly initialized models. Day-one benchmarks miss a basic systems question: how long does an agent remain reliable after deployment? Even when model weights are frozen, an agent's effective state keeps changing as it compresses interaction history, retriev