Experience Was Never the Bottleneck

I couldn’t help but smile when I read that Ford is reportedly bringing experienced engineers back after realizing AI couldn’t replace what decades of experience brought to the table.

Not because I enjoy watching companies learn expensive lessons.

But because I think they accidentally exposed one of the biggest misconceptions surrounding AI.

For the last couple of years, we’ve been asking the wrong question.

“Can AI replace experienced people?”

That’s not the question.

The better question is:

“What were experienced people actually being paid for in the first place?”

Because I don’t think companies were paying senior engineers, designers, strategists, or product leaders to push buttons inside software.

If that’s all they were doing, then yes… AI should replace them.

The problem is that wasn’t the job. The job was judgment. And judgment is a weird thing.

You don’t build it by reading one book, or taking one course, or writing one perfect prompt.

You build it after years of making expensive mistakes, seeing projects fail, watching customers behave differently than expected, shipping products you were convinced would succeed only to discover they didn’t, and slowly developing an internal alarm system for things other people don’t even notice yet.

That’s what experience really is.

It’s accumulated pattern recognition.

It’s walking into a room and sensing that something feels wrong before anyone else has identified why. It’s looking at ten perfectly reasonable solutions and immediately recognizing the one that’s quietly going to become a disaster six months from now.

AI can absolutely generate those ten solutions.

What it can’t do is tell you which one your future self is going to regret.

Not yet.

Maybe someday.

But not today.

I think a lot of businesses confused execution with expertise.

Execution was always the easiest part to automate.

Expertise was never execution.

Expertise was the judgment guiding the execution.

That’s why I keep finding it funny when people ask whether AI will replace designers, writers, strategists, and engineers.

Personally, I think AI is doing something much more interesting than replacing them.

It’s exposing who actually understands their craft.

Because now everyone has access to astonishing execution.

The differentiator is no longer:

“Can you make something?”

It’s:

“Can you recognize what’s worth making?”

Those are two completely different skills.

I believe we’re entering an era where taste, judgment, and systems thinking become more valuable than they’ve been in decades. Not despite AI. Because of it.

Everyone is about to own a Formula 1 car.

Very few people know how to drive one.

And that’s where the real competitive advantage still lives.

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Written by Adrian Gallo

Founder of The Experience Layer.

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