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Why AI Struggles to Teach

Good teaching often means withholding the answer. AI models are built to give it. Why most AI misses the thing that makes learning stick.

Proof of Learning After AI

A follow-up to The Full Loop: which ways of measuring what a student knows still hold up now that AI broke the link between output and understanding.

The Full Loop: From Learning to Proof of Capability

The technology works. Adoption is near universal. So why can't ed-tech prove anyone is actually learning? A case for owning the full loop of capability.

What Business Leaders can learn from Teachers

What I practiced as a teacher that later helped me as a business leader.

First Time at Bat: My Founder Story

What running and shutting down an ed-tech startup taught me about founding the next one.