This is the plain dough — add your toppings (memory, surface, reach…) and open it as your own roadmap.

Add toppings
Learning roadmap

AI fluency — built your way

The core mental model of the AI era, plus the two flavors of fluency YOU pick.

4 stages~6 h
That leaves 4 stages, ~6 hours of focused work. You can clear it in any order, but the stages compound — try them top-to-bottom your first time.
  1. You'll pick up:

    generation, retrieval, pattern matching, source of truth

    Lab task

    A one-page cheat sheet: 6 everyday questions, sorted into "best answered by generation" vs "best answered by retrieval".

    Build it in the Lab
    Checkpoint

    You can sort any new AI tool into its frame in one sentence.

What you'll be able to do
  • Explain to anyone what AI actually does — and where it fails.
  • Work with AI daily without being fooled by it.
  • Know exactly when to trust it and when to verify.