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AI INTEGRITY

Ask how they used AI, not whether

"Did you use AI?" invites a no. "How did you use it?" starts the conversation you actually need to have.

Aug 4, 2026 · 1 min read

Blanket bans mostly teach concealment. Asking whether AI was used frames it as a confession; asking how frames it as process, and process is something you can teach. A simple disclosure norm makes usage visible, and visible usage is coachable. The OECD and European Commission's AI literacy framework takes the same stance: teachers as professional decision-makers who guide students' AI use, not gatekeepers who merely permit or prohibit (OECD & European Commission, 2026).

In practice

  • Add one line to submissions: "Describe any AI use: what you asked, what you kept, what you changed." Two sentences is fine.
  • Respond to disclosures as pedagogy, not policing: "You accepted its structure. Was it better than yours? Next time argue with it first."
  • Model it yourself. When a resource you hand out started life in a chatbot, say so and show what you changed. The norm you demonstrate is the norm you get.
  • Keep genuinely closed tasks explicit (see "Declare the no-AI zone") so disclosure never blurs into permission.

Quick takeaway: you can't teach judgement about a tool students have to pretend they didn't use.

More on ai integrity

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Make them explain it before the AI does

Students who explain a concept in their own words first learn more from whatever the AI says next. Order is the whole trick.


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AI INTEGRITY

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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AI INTEGRITY

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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