KEEPER: Learning Control-Sufficient Textual Memory for Long-Horizon LLM Agents.

arXiv:2610.41482v1 Announce Type: cross Abstract: Recursive textual memory can carry earlier errors into later updates, yet task performance alone does not establish memory reliability. We define self-consistency bias as the persistence of incorrect claims alr