Coming soon
Winter 2027
One task, 48 hours, the same window for everyone. You will work with an AI assistant on a realistic brief. What you keep is a verified fluency profile — how well you direct the model, whether you check it, and how efficiently you work. Publishing your result to the leaderboard is optional and reversible.
Rank is a weighted projection of four measured axes — Designing (how much work was handed to the AI), Supervising, Reviewing and Ownership. The weighting is set by us, not fitted to outcomes, and is not equal across the four.