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All tips
AI INTEGRITY

Declare the no-AI zone before the task

Students can follow almost any rule you set, if you set it before they start, not after they've finished.

Jun 29, 2026 · 1 min read

Most "AI misconduct" happens in the gap where no rule was stated and students guessed. Close the gap: for every significant task, say explicitly which of three modes applies. Open (AI allowed, disclosed), assisted (AI for specific stages only), or closed (none, and here's why). UNESCO's global guidance on generative AI in education urges exactly this kind of explicit, institutional clarity about appropriate use, rather than leaving each student to guess (Miao & Holmes, 2023).

In practice

  • Announce the mode when you set the task, in writing, every time. The "why" matters most for closed tasks: "This one's practice for your brain, not production."
  • Keep closed tasks structurally closed where you can (in class, on paper, spoken) rather than relying on trust plus detection.
  • Be consistent across the department if possible. Students live in six different rule-sets a day, and every ambiguity gets resolved in favour of the loosest one.

Quick takeaway: ambiguity is the real integrity violation. Name the mode before the work starts.

More on ai integrity

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Require one doubt, one check, one source

A standing rule for every AI answer: one place it could be wrong, one way to check it, one non-AI source to consult.


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Have students log what the AI did for them

After an AI-assisted task, one honest question: which parts could you now do alone? The answer calibrates them better than any rule.


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AI INTEGRITY

Make the AI argue against itself

Ask for the answer, then ask for the strongest case that the answer is wrong. The gap between the two is where the judgement lives.


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