Map what your group knows—and what to learn next.

What this measures

Four background questions describe how AI’s pace feels, your coding experience and current AI use, separately from the score. Twenty scenarios cover understanding AI, giving useful instructions, choosing tasks and tools, checking results, and working safely. Every scenario has an “I’m not sure yet” option. Results describe your choices in these scenarios and suggest topics to explore next. The final step is optional written feedback, shared only with the session admin.

Individual answers are private. Group detail unlocks after three completed responses and contains only combined averages and response distributions. Saved rounds let your group repeat the same scenarios and compare changes. Familiarity with the questions can also affect results; discuss what people would do in a new situation. Returning participants keep their initial programming background and answer current-practice questions again. Use the same browser for later rounds to keep your anonymous history.

This is a learning diagnostic for group planning, not a certification or hiring assessment.