Understanding Stage-Wise Utility-Risk Trade-offs in LLM Agent Memory

Chuanchao Zang, Zijian Cao, Xiangtao Meng +6

Long-term memory is becoming a core capability of LLM agents, enabling personalization and long-horizon interaction. However, memory mechanisms that retain, transform, or expose mo…