How AI actually works, one layer below the surface.

Every week, one thing about what happens when you press enter, explained in plain language and tested by hand. No jargon unless it is explained first. No numbers designed to alarm you. One idea at a time.

so this is what's underneath the chat window.

SURFACE ONE LAYER DEEPER

The syllabus, in eight arcs

Thirty-two notes, four to an arc. Each is self-contained; read in order and they add up to a working understanding of what sits underneath every AI tool you use.

Latest notes

Follow along

New notes go out on Wednesdays. The full editions live here; the short version goes to LinkedIn the same day.