How to talk to students about AI before you need to

Most conversations about AI in the classroom happen too late. A paper comes back with a high score, a student gets called in, and both sides arrive defensive. It doesn't have to work that way.

After talking with dozens of teachers this year, the pattern is clear: classes that discuss AI openly in the first weeks have fewer disputes, and much calmer ones when they do happen.

Start with what's allowed, not what's banned

Students mostly misuse AI tools because the rules are unclear, not because they set out to cheat. Spell out where help is welcome, like brainstorming, checking grammar or explaining a hard reading, and where it isn't, like drafting the argument or writing a reflection.

• Put the policy in writing, on the syllabus and on each assignment sheet.
• Give a concrete example of acceptable and unacceptable use for every major assignment.
• Explain the why: the point of an essay is the thinking, not the finished file.

Make the process visible

Ask for outlines, notes or a short reflection alongside the final draft. Version history in Google Docs or Word does a lot of quiet work here. When the process is part of the grade, there's less reason to skip it.

When a scan comes back high

Treat the result as the start of a conversation. Sit down with the highlighted sentences, ask the student to talk you through their argument, and look at their drafts. Most of the time you'll know within a few minutes, and the student will feel heard either way.

Detection tools are useful for spotting patterns and prompting questions. They should never be the only evidence in an academic integrity case.