memory Papers

Memory Persistence and Identity Formation in Autonomous AI Agents: Safety Implications

We examine how persistent memory in autonomous AI agents creates emergent identity that shapes long-term behavior. We identify three critical risks: memory poisoning (adversarial corruption with cross-session persistence), identity drift (gradual mis...