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Notes on learninghard things.
We are building a learning system for a post-AGI world. These essays follow the questions behind it, from what education is for to what happens when you try a problem with a pencil.

essay · october 2026 · 5 min
What is education for after AGI?
Suppose machines can do the intellectual work better than us. What should an education system help people become capable of?
judgment

essay · october 2026 · 4 min
Why we ask you to write it down
A notebook full of correct sentences can hide a missing idea. Put one rule to the test, and see how far you can take it with a pencil.
memory
method · 8 min
How we teach
The first pieces of a learning system for a post-AGI world: connected ideas, teaching, practice, feedback, and review.
pedagogy