Accept Changes, Reject Attacks: Robust Memory Management for LLM Agents.

arXiv:2610.41056v1 Announce Type: cross Abstract: Since large language model (LLM) agents rely on long-term memory, what they store now shapes what they do later. A memory manager decides how each input changes this memory and which records the agent acts on.