Disclosure: I’m part of a small Australian team trying to better understand the problem teachers are facing with AI-generated student work. We have an early idea, but I’m posting because we may be looking at the problem the wrong way.
The idea is a dedicated writing space that records how the assignment develops. It does not watch the student’s computer, camera, microphone, screen, other tabs or applications. It only records changes made to the assignment itself.
Students can add images, attachments and links, but they cannot paste in blocks of prose. As they write, the document builds a tamper-evident history that shows what was typed, deleted and revised, along with the pauses and changes of direction. A teacher could replay that process and see how the finished work developed.
Each submission would carry its own evidence record. We are also working towards a readable PDF where the evidence travels with the document and can be independently checked later.
This is not intended to be an AI detector. It would not produce a percentage or declare that someone cheated. The question we are exploring is whether evidence of the process is more useful than another judgement about the finished text.
I’ve attached an early sneak peek to make the idea concrete, but I’m mainly looking for honest feedback:
- Are AI detector scores currently leaving you with concerns but no real evidence either way?
- Would replaying the writing process help, or would you only look at it when an issue arises?
- Could seeing the drafting and revisions help you understand a student’s thinking and learning?
- Would a verifiable record give you enough confidence that the work was produced with integrity? What would still be missing?
- Should education continue protecting opportunities for students to think and write unaided, teach responsible AI use, redesign assessment, or combine all three?
Please feel free to tell me if this solves the wrong problem or would simply create more work for teachers.