
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.
What teachers need to know about detection tools, false positives, and academic integrity.
State-by-state tracking of AI policies, district mandates, and what is changing.
Practical strategies for redesigning assignments and using AI as a teaching tool.
What young people think about AI in their education. Perspectives that challenge assumptions.
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