VibeLifeBench: Can Your Life Agent Be Proactive and Persistent in a Living World?

Xiaohongshu Dots Studio, Evolvent AI

Large language model (LLM) agents are increasingly deployed as personal assistants. Existing evaluations, however, mostly use short, self-contained requests in static environments.…