The Memory Trust Gap: Capability-Dependent Failures in Persistent-Memory Agents

Jundong Hu, Shekar Ramachandran

Persistent memory supports personalized agents, but a stale stored fact can override current authoritative evidence without warning. We study when this harm begins as model capabil…