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AI-FOR-EDUCATION5 MIN READ

Commit to a Human-in-the-Loop Feedback Routine

Commit to a bounded AI feedback routine with teacher review and student action.

Run a human-in-the-loop AI feedback routine on one real assignment. A draft essay, lab explanation, project checkpoint, code submission, or short constructed response set For [assignment], AI will review only [one criterion] and produce [tag, quote, or question]. I will review [sample size or edge cases] before students see or act on it. Students will complete [one revision action] and add [short reflection or decision note] so feedback becomes evidence of learning rather than extra noise. In 3 days, check whether the routine produced one teacher decision and one student revision action. A class set of draft paragraphs where AI…

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