ConvMemory v3: A Validity Context Layer for Conversational Memory via Target-Conditioned Relation Verification

Conversational memory retrieval optimizes relevance, yet a retrieved memory can be relevant and simultaneously outdated: a later turn updates, corrects, or supersedes it. ConvMemory v3 adds a validity context layer that detects and surfaces this update evidence through target-conditioned relation ve...