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Claude for Teachers can build personalized instruction overnight. But every AI-generated material should pass four checks before it reaches students: cognitive science, curriculum, pacing, and slop detection. https://matthewrhoads.com/2026/07/24/the-offloading-trap-audit-ai-instructional-output/