When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory.

arXiv:2605.07313v2 Announce Type: replace Abstract: Memory-agent evaluations report fixed-snapshot accuracy or retrieval quality, but these scores do not show whether evidence remains usable as irrelevant sessions (sessions not annotated as task-relevant evide