1. What does this assessment most need to do?

Verify the student can do it themselves, without AI (assurance of capability) Develop and apply skills, where using AI well is part of the point

2. Right now, is this graded mainly on a take-home artifact (essay, problem set, report) that AI could produce?

Yes, the take-home artifact carries the grade No, it already uses observed work, oral, or process