The Compliance Ghost in the Machine: FERPA, COPPA, and Persistent AI Memory
Series Overview Designing with Friction: AI, Learning, and K–12 Leadership Generative AI is changing more than the tools students and educators use. It is changing the conditions under which work is produced, learning is demonstrated, data is remembered, and institutional decisions are made. This five-part series examines what K–12 leaders need to preserve, redesign, and
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