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AI in education: practical guides, not predictions

Writing for people who have to make AI work inside a real schedule, with real devices and a real privacy review waiting at the end.

Policy 4 August 2026 9 min read

AI homework help that does not do the homework

Students already have AI homework help. The question is no longer whether to allow it, but what shape of help you are willing to defend at a parent meeting.

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About these guides

Every guide here is written from the same position: the tool is already in the building, the policy is late, and somebody has to answer for the student data. None of them predict what classrooms will be like in ten years.

  • Targeted at: teachers, tutors, instructional coaches, school leaders
  • Never: vendor claims, invented statistics, AI hype
Product

See what a session actually produces

Every guide here argues that the teacher needs an artifact, not a transcript. The Mastery Check demo produces that artifact from a piece of student work in a few seconds.

Try the demo / How it works

See what a session actually produces

Run the Mastery Check on the sample work, or paste your own practice text. Nothing you type is stored.

Student work is never used to train models. No card required to try the demo.

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Mastery evidence after every session.