SafeCommit introduces a risk-controlled layer to certify memory-grounded agents before action under memory uncertainty

arXiv:2608.04289v1 Announce Type: new Abstract: Long-horizon agents increasingly use persistent memory and tools to take actions with external side effects. A central failure mode is premature commitment: an agent...