- Score 85
- Official
When Retrieval Is Not Enough: Obsolete Facts in Agent Memory
arXiv:2610.36308v1 Announce Type: new Abstract: Memory-agent benchmarks often collapse retrieval and answer generation into one score, making it hard to tell whether a failure comes from missing an update or from not using an update that was already retrieved. We examine this distinction on the single-hop FactConsolidation task of MemoryAgentBench. With Qwen2.5-7B-Instruct on 6K-history BM25 accur
So what
What this event means by reading role—not a longer recap.
- BuilderIf you build memory agents, dedupe or version-filter retrieved evidence before generation, since stale statements can hurt more than unrelated context.
- ResearcherThis paper separates retrieval failure from update-use failure on MemoryAgentBench FactConsolidation, showing stale-evidence harm grows with larger retrieval bu
Score dimensions
Higher total means read first. Each bar is one factor we use to rank the system pool. How we score