For Researchers and Academics

Cognitive Sovereignty Self-Audit for Researchers

This audit measures how much control you retain over your research direction and interpretation when using AI tools like ChatGPT, Claude, and Elicit. A high score means your research questions and methods come from your own thinking rather than from what AI can conveniently analyse.

This takes about two minutes. Answer honestly.

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1. When you read an AI summary of a research paper, how do you typically use it?

2. When you notice AI summaries of similar papers describe them in almost identical language, what do you do?

3. How do you decide which analytical method to use for your data?

4. When you are writing up your research findings, how much of your first draft comes from AI text generation?

5. When an AI tool suggests your research question is too narrow or impractical to analyse, how do you respond?

6. How do you treat contradictions between papers when building your literature review?

7. When preparing work for peer review, how confident are you that reviewers will be able to distinguish your own thinking from AI-generated text?

8. How do you decide when to trust an AI tool's interpretation of your data over your own?

Your score

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