Blog
Notes on teaching machines — and the data that does the teaching.
What Should a Machine Read?
June 10, 2026 · 6 min read
Our era calls data the new oil. But oil is found, and an education is composed. On the difference between a resource and a curriculum — and why that difference decides what our machines become.
Nature Never Wrote a Textbook
June 8, 2026 · 6 min read
The case against machine-made lessons is that they are photocopies of photocopies. The case for them is the entire history of education. On what separates a garden from a copy machine.
The Examined Machine
June 6, 2026 · 6 min read
We have built minds we cannot open. The exam is the only window we have into them — and windows, left alone, fog. On measurement as the epistemology of machine minds.