Drafting with an assistant honestly, revising a draft until it reads as its own writer, and citing what the assistant did.
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For students
A Google Docs version history backs up a student's account of writing an essay. It can't settle the question alone. Opening it is one click on Last edit, top right. Sharing it is where things go wrong: browsing earlier versions of a file requires permission to edit that file, so a view-only link hands over the finished text and none of the record behind it.
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For students
Grammarly is two products in one window, and only one of them writes sentences.
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For students
A sentence-level detector marks particular sentences, not the whole essay, so the repair can be local.
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For students
Asking ChatGPT to make a paragraph sound better tends to return a rewrite, not an edit.
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For students
Humanizing AI text by hand means rewriting it, not swapping words.
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For students
An AI disclosure statement is a short note on an assignment saying what a tool did to it.
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Olive Staff
AI detection in education: what a detector reads, what a flag is evidence of, and what a school does with one.
Detectors · Pangram · Humanizers · Classroom · Policy · Writing
The detection beat: how AI-text detectors work and where they fail, what the published studies measured, what Pangram, Turnitin and the rest say about themselves, and what a teacher, a student or a school does when a flag lands. The question underneath every piece is what a reading is evidence of and what it is not. It offers no way to prove who wrote a document, and no number that stands for a person.
Paste something you wrote and see the result. It is free to start, with 2,000 words a day, or 50 papers a month with a school email.