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Oliver Buchannon
Mandy McLean

Mandy McLean is the co-founder and CEO of ClassWaves, an AI-powered tool that helps teachers guide deeper student dialogue in real time. She spent over a decade studying how people learn, earning her PhD in education and statistics and leading research on working adult learners at Guild. A former high school teacher, she’s committed to building technology that strengthens human connection in classrooms. Mandy lives in Colorado with her family and loves running, spending time in the mountains, and big questions.


👾 Keep the Muscles That Matter in the Age of AI

Sep 21, 2025

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10 min read

👾 Keep the Muscles That Matter in the Age of AI

Why effort, struggle, and reflection—not shortcuts—are the foundation of lasting knowledge.

👾 Teaching in the Age of AI Personalization

Jul 30, 2025

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6 min read

👾 Teaching in the Age of AI Personalization

Personalized tools risk breaking the social fabric of learning unless we design for dialogue.

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