The Problem with "Just Ask AI"
Most AI outputs feel generic because they fail three basic tests. Learn the judgment gates that separate actionable frameworks from impressive-sounding advice, and why a company spent $2,000 on the wrong problem.
Every week, one actionable strategic framework used by top executives, founders, and designers, distilled into a 5-minute read.
Mental models that compound over time
No information overload. Each issue delivers one complete, actionable mental model you can apply immediately.
Frameworks extracted from watchmaking, filmmaking, architecture, and more, applied to business decisions.
Each framework builds on the last. After 52 issues, you'll think differently than 99% of people in any room.
We teach thinking systems, not one-time tactics. The frameworks work across industries, markets, and problems.
Every issue is free to read. Subscribe if you want to support the work.
Most AI outputs feel generic because they fail three basic tests. Learn the judgment gates that separate actionable frameworks from impressive-sounding advice, and why a company spent $2,000 on the wrong problem.
A $100/month limit forced 10 innovations that unlimited access never would have. How limitations become design specifications, and produce better outcomes.
A consulting firm built a 47-step workflow from AI output. Three weeks later, things got worse. The 5-question test that catches this before you build on sand.
You're already systematic. You just haven't captured it yet. How to excavate the hidden frameworks in your own successful work, and make them teachable, improvable, and transferable.
A federal contracting protocol became a medical advocacy framework. Why frameworks travel across domains, and the specific conditions that make transfer work vs. fail.
17 frameworks, one watch. The Rolex rendering experiment that proves invisible complexity produces simpler outputs, and the watchmaker principle for building systematic AI frameworks.
Seven websites disappeared in one morning. The infrastructure crisis that forced a same-day migration and produced eight frameworks about resilience, redundancy, and platform independence.
A prompt tells AI what to do. A framework tells AI how to think. The 10-line structure that transforms any expertise into a reusable intelligence layer, and why better prompts will never close the gap.
Six hours, six things shipped, present for a quarter of the build time. The structural reason it worked, and why most delegation fails at the interface.
A seven-word comment named a distinction most knowledge workers never make. The five-minute test that tells you which side your work is on.
Eighty-six frameworks across eight domains in one Saturday afternoon. The discipline that made the velocity possible, and the defect it caught before propagation.
New framework every week. Free to read.