Paper Proposes Environment-Probing Curation for Enterprise Agent Memory

A new arXiv paper addresses how persistent memory is being adopted in production agent platforms so long-horizon agents can retain experience across sessions. The authors argue that curator agents limited to completed task traces can lock in mistakes and draw overly broad conclusions from incomplete evidence, and propose probing the environment as an alternative approach to memory curation.