Which of the four profiles are you, this month?
Twelve statements about how you actually worked over the last two or three weeks. Answer honestly — three minutes, no account, and nobody sees your result unless you choose to share it.
Usage — how much, and how directly, AI output feeds real decisions
Questions 1–6
1. I use an AI tool to produce a first draft of a work document (email, memo, analysis, plan) at least a few times a week.
2. When I receive an AI-drafted output, I send or act on it close to as-is, with light edits rather than a substantial rewrite.
3. Outputs I produce with AI help inform decisions that affect people beyond me — my team, a client, a budget.
4. I ask an AI tool for a first take on a question before I have formed my own view of it.
5. Looking back at my last AI-assisted piece of work, I could not clearly say which parts were mine and which were generated.
6. If AI tools were unavailable for a week, the volume of work I produce would drop noticeably.
Verification — what happens, if anything, before the output is acted on
Questions 7–12
7. Before acting on an AI output, I ask what question it is actually answering — and whether that's the question I should be asking.
8. I check at least one specific fact, figure, or citation in an AI output against a real source before relying on it.
9. I could list, for my last AI-assisted output, the assumptions it depends on and who could confirm each one.
10. I actively look for what the output does not mention — a missing stakeholder, an unstated risk, a case where the recommendation fails — before I act on it.
11. I keep some record — notes, a comment, a decision log — of the questions an AI output raised and how they were answered.
12. When an AI output reads as confident, polished, and complete, that makes me more careful, not less.
Please answer all 12 statements first.