Moving Up the AI Capability Ladder
A guided introduction to what the real capabilities are, why step functions in capability require step functions in complexity, and how to use existing tools to take the next step. Three sessions with explanation, guidance, and a week of support while you use the tools to work on your actual problem.
Context, History & Practicum 1
Where AI actually is (not where the hype says). The four deployment patterns that matter. Your first hands-on practicum: structured prompting and context management with real tasks.
Practicums 2–4
Deep research workflows. Adversarial validation (making AI argue with itself). Role-based analysis across multiple expert perspectives. Each practicum builds on the last.
Practicum 5 & Next Level
Grounded project setup: connecting AI to your actual data and systems. V-model integration. Toolchain configuration for ongoing use. What comes after the practicum ends.
Get Started
Sign up for the May cohort, or send a message if you’re interested in solo training or a private team version. Who needs to know what you understand or don’t? But we all need help to improve. If a particular date/time combo is an in-or-out situation, note that in your interest form.