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AI Fluency Playbook — A practical guide to building AI skills, designed for generalists, by generalists.
AI is changing how we work, but most resources assume you're a developer or data scientist. This playbook is different. It's built for people who work across domains, wear multiple hats, and want to use AI thoughtfully and effectively — without needing a technical background.
Whether you're just getting started or looking to level up, there's something here for you.
Start Here
- Getting Started — What AI fluency means and why it matters
- How to Use This Playbook — Three paths in, based on how you like to learn
Explore the Playbook
| Section | What You'll Find |
|---|---|
| Pillars | The five core skill areas of AI fluency |
| Exercises | 15 hands-on challenges across three levels, from 15-minute basics to deep dives |
| Archetypes | Discover your AI learning profile |
| Pathways | Guided routes based on your strengths and gaps |
| Resources | Glossary, tools, and further reading |
Take the Quiz
Not sure where to start? The AI Skills Quiz takes a few minutes and gives you a personalized profile — including your archetype, pillar scores, and a recommended pathway.
Quick Start
Just want to try something? These three exercises are great first picks:
- The Fact-Check Habit — Learn to catch AI mistakes (15 min)
- The Signal in the Noise — Turn messy output into clear insight (15 min)
- The Reusable Prompt — Build a prompt you'll actually reuse (15 min)
This playbook is part of the Generalist World community. It's open, evolving, and built on the belief that AI fluency is a skill anyone can develop.