Notes from practice

Education is the longest lever.

Technology scales products. Education scales people — what we learn decides what becomes of AI and software. What interests me is learning as a system: real reasons to learn, honest feedback, tools that test understanding instead of delivering answers. AI can become the most patient tutor in history — if we build it that way. Good learning products measure ability, not clicks.