Courses, built to compound
A growing library of courses, each rigorous on its own, that build on each other. Start with The Foundation. Come back for deeper dives as they land.
You are curious, eager to learn, and tired of the noise. You do not need a computer science or math degree. You can benefit from sitting down with someone who builds with AI every day and is committed to showing you what is actually happening inside these systems, what is genuinely remarkable, what is overhyped, and what the people selling you AI products will never tell you.
Every concept traced back to first principles. No hand-waving, no 'just trust me.'
AI did not start with ChatGPT. Understanding the winters, the dead ends, and the breakthroughs changes how you see today.
Interactive simulations, live models, and exercises in every module. You don't just read about AI, you build, test, and break it.
Written by someone building with AI daily. Not a textbook summary, but lived experience from the engineering side.
Every equation shown as a picture. Gradient descent is a hill. Backpropagation is blame assignment. Probability is confidence.
Skeptical of claims, including our own. You finish each module feeling sharper, not anxious.
AI moves fast. Field Notes are short, focused dispatches that connect what is happening right now to what you have learned in the courses. New model releases, research breakthroughs, industry shifts, all analyzed through the lens of someone who works with this technology daily. Published regularly for all subscribers.
One subscription unlocks the full series — every live course, every course to come, all interactive labs, Field Notes, and the companion community.