Beginner · Free

The 4D Framework

Four habits that turn using AI from something you do by instinct into something you can explain, repeat, and get right on purpose.

5 lessons~41 min totalNo tool required

What you will walk away with

A mental model you can apply to any tool and any task: knowing what to hand over, how to ask, how to judge what comes back, and what you owe the people who rely on it.

Credit where it is due

The 4D framework is not mine. It was developed by Prof. Rick Dakan and Prof. Joseph Feller, and Anthropic teaches it in their free course AI Fluency: Framework & Foundations, which I took and recommend in my library. This is my own explanation of it, written the way I wish someone had explained it to me. Go and take theirs as well.

1Why bother with a framework7 minMost of us use AI reactively and get results we cannot explain or repeat. Where the 4Ds came from, and the honest case for having a model in your head.

2Delegation: what to hand over8 minThe decision almost nobody makes deliberately. Knowing your problem, knowing what the tool can really do, and dividing the work between you on purpose.

3Description: saying what you want9 minThree things you can describe and most people only ever describe one: the product you want, the process to get there, and the manner it should work in.

4Discernment: judging what comes back9 minFluent writing feels correct, which is exactly the trap. How to evaluate the output, the reasoning behind it, and the way the tool is behaving.

5Diligence: owning what you ship8 minThe competency people skip because it is the least fun. Where your work came from, who you tell, and who carries it when it goes wrong.

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