How to read an AI-writing detection report responsibly

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Updated September 6, 2026 · 6 minute read

What an AI-writing report is for

An AI-writing report highlights text that a detection system considers likely to have been generated or heavily assisted by an AI tool. It is a signal for closer review. It is not proof of misconduct, and it should be considered alongside drafts, research notes, citation history, course rules, and human academic judgment.

How to review a highlighted passage

1. Read the full paragraph, not only the highlighted sentence.
2. Ask whether the paragraph accurately reflects your own research and reasoning.
3. Check that every factual claim is supported by a source you have actually read.
4. Replace vague, generic wording with specific analysis, evidence, and your own explanation.
5. Keep your notes and earlier drafts, especially for important assessed work.

Use your institution's policy as the rule

Universities have different rules for generative AI. Some allow limited assistance with disclosure; others restrict it in particular assignments or exams. Before submitting, read the assignment brief and ask your instructor if any part of the policy is unclear. A detection report cannot replace those rules.

Make the draft demonstrably yours

The most reliable academic practice is to plan your own argument, work from credible sources, write in your own voice, and cite assistance where your institution requires it. Editing for clarity is normal; inventing sources, presenting generated writing as your own, or trying to evade review is not.