Help Expand PersonalAgentEval

We are expanding the PersonalAgentEval leaderboard, and we’d love your contributions! Has a personal agent ever let you down, missed an important detail, or failed to complete a task? Share your tasks and experiences to help us turn real-world failures into meaningful evaluation cases.

Our prior related work has also received notable recognition, including an invitation to submit to Nature and acceptances to NeurIPS 2026. Our broader research collaborations bring together professors and researchers from Stanford, MIT, Harvard, and other institutions, including Nobel laureates, as well as researchers at OpenAI, Anthropic, and Google DeepMind.

Every submission is reviewed and scored by a reviewer, with particular attention to the task description, the length and relevance of personal and environment context, and the number and detail of rubrics. Please contribute diverse domains across your submissions. Detailed review rules and authorship criteria will be published later.