How fluent are you?
Twelve questions, about four minutes, four dimensions: understanding AI, applying it to work, evaluating outputs, and responsible use. Your answers stay in your browser. Nothing is stored or sent. This is an educational self-check, not a certification.
Scores describe where to focus next, not a rank. Every dimension below links to a way forward.
Understanding AI
0%Knowing how these systems work, and how they fail, is what separates users from operators.
Applying AI to work
0%Fluency compounds when AI is in your actual workflow, not a side experiment.
Evaluating outputs
0%Trust is earned per output. Verification habits are the core professional skill here.
Responsible use
0%Data policies, disclosure, and accountability. The part that keeps fluency employable.
Draft methodology v0.1 for design review. Questions and scoring need subject-matter-expert sign-off before launch. Production scoring runs server-side, and this preview never stores answers.