Where does today's AI still fail at what you do?

Co-design one problem with an AI, then show that today's best models — GPT‑5.4 & Claude Opus — fall short on it.

~20 minutes · your field, your call.

An independent benchmark being shaped by researchers from Tsinghua, Harvard & leading industry labs. Contributors are credited by name and invited to co-author the resulting AI4S studies.