AI Can Give You Skills, But Not Intent

There’s a big misconception that with AI you can suddenly do anything and everything.

Coders think they can market. Marketers think they can code.

AI can generate “skill-like” output. It can draft the landing page. It can produce the code. It can write the contract.

But it can’t give you intent.

And intent is everything.

AI as a Multiplier

AI is a supercharger. It takes your intent and multiplies your ability to execute on it by 10–100x, depending on how well you wield the tools.

If your intent is clear, you’re flying to the moon.

If your intent is fuzzy, you don’t get “a little worse.” You get a world of slop - fast.

Because the models aren’t smart enough to reliably replace the part that matters most: knowing what to do, what not to do, and why.

Think about it: if you had a pocket physicist or biologist, you still wouldn’t magically know what questions to ask, what experiments to run, or which results are meaningful.

It’s the same with AI. Except there’s an illusion that you do know - because the output looks confident, complete, and shiny.

And it usually takes about a week of vibe-building to realize: you don’t actually know how to reach the goal… or whether the goal is even real.

Intent

Intent is your internal compass.

It’s the boundaries you set for the agent. It’s the constraints. The priorities. The trade-offs you’re willing to make. The things you refuse to compromise on.

An agent with clear intent becomes useful. It stops generating “stuff” and starts producing results you actually need. It works for you.

Without intent, you’re just prompting into the void and hoping the void sends you a business.

Where Intent Comes From

Intent comes from taste - and taste comes from understanding a domain.

Maybe that’s coding.
Maybe that’s marketing.
Maybe that’s product.
Maybe that’s law, design, sales, operations.

You don’t need to become the world’s best. But you do need enough taste to:

• recognize good vs. bad output

• choose the right approach

• know what matters

• catch subtle failure modes

AI can’t replace your taste yet.

But it can help you build it - absurdly fast.

Aggressive Learning

This is the underrated move: use AI to learn, aggressively.

Have it break down the topic.
Have it give you mental models.
Have it quiz you.
Have it generate exercises.
Have it critique your reasoning.
Have it expose gaps you didn’t know you had.

When I’m trying to understand something, I don’t “explore” it. I attack it.

The AI becomes a tutor, a sparring partner, a mentor. It’s genuinely great at that.

Read Slowly

One more thing: read what it writes, slowly.

Everything feels “at the speed of thought” right now, and it’s tempting to skim and ship.

Don’t.

Your brain will thank you for taking time to actually understand what you’re building - especially because the faster you go, the easier it is to outsource your thinking without noticing.

Learn. Improve. Build intent.