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AI & Work Original March 2026 · 4 min read

The AI
Consumption Trap.

You know more about AI than 99% of people. You've read the threads, watched the demos, followed the launches. And you've built almost nothing with it. That's the trap.


There is an entire industry built around telling you about AI. Newsletters. YouTube breakdowns. X threads with 47 things GPT-4 can do. Substack essays about what the next model means for your career. Podcasts explaining transformers to people who will never touch a transformer.

It feels like learning. It has the texture of staying informed. It triggers the same reward loop as reading — the sense that you're preparing, that when the moment comes you'll be ready. But you're not preparing. You're consuming. And there's a difference.

The biggest distraction from using AI is reading about AI. The irony is total: the most powerful creative tool in human history, and most people are watching someone else use it.

The Bait

AI content is engineered to feel urgent. Every model drop is framed as a civilizational shift. Every benchmark is a before-and-after. Every demo is proof that everything is about to change — which means you need to understand it, track it, prepare for it.

But "understanding AI" from the outside is like watching someone else work out. The insight doesn't transfer. The muscle doesn't build. You finish the thread knowing more than you did, and doing exactly as much as you were before: nothing.

The consumption loop has no finish line. There will always be another launch, another paper, another pundit with a hot take on what Claude 4 means for knowledge workers. You can follow it forever and never arrive anywhere.

What Creation Actually Feels Like

Creation with AI is uncomfortable in a way that consumption isn't. You have to decide what you want to make. You have to stare at a blank prompt and commit to a direction. You have to look at the output and judge whether it's good. You have to iterate when it isn't.

That discomfort is the point. It means you're working. It means something is being built that didn't exist before — a post, a product, a system, a pitch, an idea made real. Consumption produces nothing but the feeling of having consumed.

The question worth asking is not what did I read about AI this week? It's: what did I make?

The Divide Is Happening Now

There are two classes of people emerging in the AI era, not the ones who understand it and the ones who don't. The ones who use it and the ones who watch. The watchers are often more informed. They can explain attention mechanisms and context windows and reasoning chains. But the builders are compounding. Every week they ship something, they learn something the watchers can't learn from reading.

The next model drop isn't going to change your life. What you build today might. The tool is already here. It's already extraordinary. The only question left is what you're going to do with it.


Stop reading about the hammer. Build something.


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