TARL: Transaction-Aware Reliable Ledgers for Executable Memory Management in Long-Term Agents.

arXiv:2608.03699v5 Announce Type: replace Abstract: Persistent memory helps long-term agents retain knowledge, yet a single update error can repeatedly distort future retrieval and reasoning. Most existing systems reduce memory updating to a binary Write/Hold