Can Agents Forget When Asked? A Benchmark for Memory Unlearning in LLM Agents.

arXiv:2610.18052v1 Announce Type: new Abstract: Long-term memory has become a core component of large language model (LLM) agents. As agents accumulate personal information over long-term use, users increasingly ask them to delete sensitive or outdated facts.