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AI-Era Detection & Response

Respond to suspected AI use pedagogically, not punitively.

Ready-made classroom8 turns
AI-Era Pedagogy room
responding to suspected AI use
T
Student says: “I'm pretty sure this student used ChatGPT. The essay is way above her nor...”
1 · AI-Era Pedagogy

The A+ Essay From a C Student — Now What?

Rehearse this
Respond pedagogically (not punitively) to suspected AI use: use oral follow-up to assess understanding, then re...
Signal
misconception
Move
diagnose
Output
feedback
Ready-made classroom8 turns
AI-Era Pedagogy room
identifying AI dependency patterns
T
Student says: “This kid gets 95% on homework but 45% on tests. Every. Single. Time. The...”
2 · AI-Era Pedagogy

Perfect Homework, Failing Tests — The AI Gap

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Diagnose AI dependency from the homework-test performance gap and redesign homework to measure understanding in...
Signal
misconception
Move
diagnose
Output
feedback
Ready-made classroom8 turns
AI-Era Pedagogy room
valuing authentic thinking over polished output
T
Student says: “One student wrote a messy, misspelled response with genuine questions. An...”
3 · AI-Era Pedagogy

Don't Punish the Messy, Authentic Work

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Redesign grading rubrics to reward visible thinking, authentic voice, and intellectual risk-taking OVER polishe...
Signal
misconception
Move
diagnose
Output
feedback
Ready-made classroom8 turns
AI-Era Pedagogy room
AI as scaffold vs AI as replacement
T
Student says: “Our tutoring platform gives AI hints. Students love it — they never get s...”
4 · AI-Era Pedagogy

When AI Hints Kill the Learning

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Distinguish between AI that scaffolds thinking (asks questions, points to relevant information) and AI that rep...
Signal
misconception
Move
diagnose
Output
feedback
Ready-made classroom8 turns
AI-Era Pedagogy room
incentive structure design
T
Student says: “My rubric: Thesis 20%, Evidence 20%, Organization 20%, Grammar 20%, Vocab...”
5 · AI-Era Pedagogy

Your Rubric Is Rewarding ChatGPT

Rehearse this
Redesign grading rubrics to weight reasoning process, intellectual growth, and authentic voice higher than outp...
Signal
misconception
Move
diagnose
Output
feedback
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