Relevance Is Not Sufficiency: What Actually Closes the Evidence Gap in Long-Term Memory QA.

arXiv:2610.09348v1 Announce Type: new Abstract: LLM agents that interact with a user across many sessions accumulate histories that exceed their context window, so they store past interactions in an external memory and answer each question from a small set of