
When AI Detection Gets It Wrong: A Teacher's Guide to Appeals
What to do when a student is falsely flagged — documentation, appeals processes, and protecting both integrity and students.
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News, commentary, and teacher perspectives on AI in education.

From college seminars to middle school projects, oral defenses are having a moment. We talked to teachers making it work.

How one large urban district is balancing detection, training, and teacher autonomy. What other districts can learn.
We ran the same 50 student essays through both tools. The results weren't what we expected.
A high school junior shares her view on why students use AI, and why the adults in her life are asking the wrong questions.
New legislation requires all public school teachers to complete AI literacy training by 2027. What it means for Texas educators.
The traditional research paper is an AI magnet. Here are three alternatives teachers are using successfully.
AI detection tools flag legitimate student work at alarming rates. Why vendors won't publish their false positive data.
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