futures of learning

What Happens to Learning When AI Tutors Replace Classmates The promise, and what it quietly removes The pitch for AI tutoring is easy to like. Every student gets a patient, always-available guide that adapts to their pace, never sighs, and never runs out of time. For a teacher with thirty-five students, that sounds like relief. […]

The Disappearing Peer Read Post »

testing tail

There’s a well-documented phenomenon in education: when stakes attach to test scores, curriculum narrows. Schools teach to the test. Subject areas not on the test—arts, social studies, sciences beyond what’s assessed—lose instructional time. Teachers focus on measurable skills. Deeper, messier, less-testable forms of learning get compressed. This is old news. What’s new is the feedback […]

The Testing Tail Wags the Learning Dog: What We Know About Curriculum Narrowing in the AI Era Read Post »

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