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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

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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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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