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Notes on learning, safety, and building an AI a parent can trust.

Pedagogy·2026-06·4 min read

Why a great coach never just gives the answer

The fastest way to make a child dependent on AI is to answer them. The slower, harder way is the one that actually teaches.

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Safety·2026-05·5 min read

Safety isn't a feature. It's the foundation.

When the user is a child, safety cannot be a setting you switch on. It has to be the thing every other decision is built on top of.

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Vision·2026-05·3 min read

From artificial intelligence to real understanding

The point of putting AI in front of a learner was never the intelligence of the machine. It was the understanding left behind in the child.

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