The Porch-Roof Move for Educators: What If AI Found the Learner and Built Their Course?
The porch-roof story — using Fable 5 and Google Maps to find houses needing a covered porch and mail each owner a custom visual — flips a switch for education. James reframes it: what if frontier AI finds the person who needs to learn something, reads their situation, and builds a course for exactly them? A demand-first model of teaching, prototyped human-in-the-loop.
