collaborators

1 paper

cs.CL2026

DynamicMem: A Long-Horizon Memory Benchmark in Real-World Settings

Wenya Xie, Shengming Zhou, Zelin Li +9

LLM agents increasingly act as personal assistants that must remember a user's profile over months: who they are (attributes), what they routinely do (habits), and what they prefer…