For Policy Analysts and Public Servants

Cognitive Sovereignty Self-Audit for Policy Analysts

This audit measures whether your policy judgement remains your own or is being shaped by AI tools you use for research and briefing production. It identifies where you have ceded thinking to algorithms and where your civil service experience still guides decisions.

This takes about two minutes. Answer honestly.

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1. When you build a policy brief, how do you decide which evidence matters most?

2. You are asked to assess the political risk of a new regulation. What do you do?

3. A colleague leaves the organisation after fifteen years. How do you retain what they knew?

4. You notice that your policy brief reads very similarly to a brief on the same topic written two months ago. What is your reaction?

5. You are writing a regulatory impact assessment. How do you handle uncertainty about whether a rule will be obeyed?

6. A senior minister asks you a question during a briefing that your brief does not address. How do you respond?

7. You discover that two AI tools you use summarise the same research paper in contradictory ways. What do you do?

8. Your organisation is deciding whether to expand the use of AI tools in your analytical work. What is your input?

Your score

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