The Amplifier

The Model

The Amplifier Model

The Amplifier is not a personality type you are born with. It is a posture you practise. This section lays out the three ideas the book is built on, in reference form, free to read.

In brief

The Amplifier Model has three parts. The three types describe how people default under a powerful new tool: the Dependent outsources thinking, the Avoider refuses to engage, the Amplifier thinks first and delegates deliberately. The eight-step framework is the smallest sequence of decisions that protects against both traps. The Amplifier Stack is what the same idea looks like fifteen years into a career.

The Amplifier is not someone who is good at AI. The Amplifier is someone who thinks clearly and uses AI inside that clarity.— The Amplifier, Appendix A: the core principle
The Three TypesDependent, Avoider, Amplifier — how each forms, what each costs, and why the two traps are not mirror images. The Eight-Step FrameworkThe full method: the eight steps, the Decision Filter, the Tool Selection Logic, two-step prompting and the iteration logic. The Amplifier StackFor anyone with a career built before AI: what to keep, what to add, what to double down on. GlossaryThe book's vocabulary, defined — from the Dependency Trap to the girl at the gate. FiguresThe book's diagrams, described and downloadable. Take the AMQLocate yourself in the typology in about twenty minutes.

Why a model, and not a list of tools

The Amplifier Framework: eight steps, and who acts at each one Eight numbered steps. Steps one to three are done by you alone and are what keep you from becoming Dependent. Steps four to eight bring AI in and are what keep you from becoming an Avoider. At every step you are the one deciding; AI contributes at steps two, four, five and six. YOU AI The Amplifier Framework Eight steps. At every one of them, you are the one who decides. 1 Define the End State What success looks like, written before anything else. 2 Map the Flow You map it. AI reviews it. You decide what changes. 3 Assign Tasks Each task through the Decision Filter: yours or the machine's. 4 Select the Tool Pick by category, not by habit. 5 Prepare and Direct Full context, expected output, criteria set in advance. 6 Execute You do your tasks. You direct AI on its own. 7 Evaluate Against your criteria — not against how polished it sounds. 8 Integrate and Stress-Test Every part can be right and the whole still fail. Keeps you from Dependent Keeps you from Avoider you act AI contributes AI has no part
The eight steps, and who acts at each one.

The word "AI" has grown so big it has stopped meaning anything. In the book, Vivek makes Arjun notice he has used it twenty times in fifteen minutes without being able to say what he means. The model exists to replace that formless word with a vocabulary: a way of seeing which trap a colleague is in, which trap you are in, and what the third path actually requires. Once the words exist, the room becomes visible. That is the first thing the model does, and it is why this section comes before the tools.

The second thing the model does is outlast the tools. ChatGPT, Claude, Gemini, Cursor, Midjourney, NotebookLM — every name in the book is a name for now. In two years half of them will have been replaced. The categories will not have. The framework is built on categories and on decisions a human makes, which is why it can be taught in 2026 and still hold in 2031.

Continue

Take the AMQFind your category and band.PracticeRun the framework on real work.The BookWhere the model came from.