GateMem Benchmarks Access Control and Forgetting in Shared-Memory LLM Agents

GateMem evaluates multi-principal memory agents across medical, office, education, and household domains, jointly testing utility, role-based access control, and active forgetting after deletion requests. It targets deployments like hospital or workplace assistants where multiple users share a common memory pool.