When to Remember, When to Abstain: Category-Conditioned Retention for Reliable Agent Memory.

arXiv:2610.07100v1 Announce Type: new Abstract: Persistent agent memory is only as reliable as its retention decision: an assertion weakly supported by its source can be stored and later reused as established fact. We study whether the retention decision shoul