When to Forget: A Memory Governance Primitive

arXiv:2604.12007v1 Announce Type: new Abstract: Agent memory systems accumulate experience but currently lack a principled operational metric for memory quality governance deciding which memories to trust, suppress, or deprecate as the agent's task distribution shifts.