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**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...

Before diving into exercises and pillars, it helps to understand a few foundational ideas. These concept pages give you the mental models you need to use AI well — no technical background required. - [What We Mean by AI Fluency](/concepts/what-we-mean-by-ai-f...

AI fluency isn't one skill — it's a combination of five. We call them **pillars** because each one supports the others. You don't need to master all five at once, but understanding them helps you see where you're strong and where you can grow. These pillars e...

Archetypes describe how you naturally prefer to learn. They're based on patterns from the [AI Skills Quiz](https://aiskillsquiz.com) and reflect your instinctive approach to picking up new skills — not what you're good at, but how you like to start. Knowing y...

Pathways are guided routes through the playbook. Each one is designed for a specific profile — a combination of strengths and growth areas. Find the one that fits you best. ## Available Pathways - [Starting from Scratch](/pathways/new-to-ai/) — New to AI? St...

Every exercise in this playbook is designed to be self-contained — you can do any of them with just an AI tool and a bit of curiosity. No setup, no prerequisites, no special software. ## Not Sure Where to Start? **Got 15 minutes?** Try one of these beginner-...

Helpful references to support your AI fluency journey. - [Glossary](/resources/glossary/) — Key terms and definitions used throughout the playbook - [Tools and Platforms](/resources/tools-and-platforms/) — AI tools, agent frameworks, and automation platforms ...