STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
arXiv:2605.06527v1 Announce Type: new
Abstract: Large Language Model (LLM) agents are increasingly expected to maintain coherent, long-term personalized memory, yet current benchmarks primarily measure static fact retrieval, overlooking the ability to…