UX Exam · Scenario-based

Designing for AI

26 scenario questions across the field of AI product design — from specification and reward hacking through to trust calibration, feedback loops and error recovery. Each question drops you into a fictional product situation. Diagnose the failure, name the method, or choose the right design response.

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Tip: answers are scenario-based on purpose. Recognising a concept isn't the same as being able to apply it — that gap is the whole point of testing yourself.