There was a stretch there, two or three years, where everybody was hunting for the magic words.
You remember it if you were paying attention.
People passed around phrases like recipes. Say “let’s think step by step.” Tell it to act like an expert. Promise it a tip. Threaten it. There were courses. There were job listings paying real money for something called a prompt engineer.
The idea underneath all of it was that the machine had a secret door, and if you knew the right knock, you got better answers than the man who didn’t.
That’s over.
Prompt engineering as its own job is basically dead. Postings for it dropped about forty percent. The engineering trade press called the time of death out loud.
The tricks didn’t stop working because the machines got dumber.
They stopped working because the machines read all of it.
Every blog post about the magic words. Every forum thread. Every course outline, every list of twenty prompts that will change your life. All of it went into the training.
So the trick got absorbed. The machine now expects the trick. Saying the secret phrase is like showing a doorman a password that’s printed on the door.
The whole thing ate itself.
What is left, when you clear all that out, is not a technique at all.
What’s left is clarity.
Say what you want. Say how much of it. Show an example if you have one. Say what the answer ought to look like when it’s done.
That’s it. That’s the whole skill.
And notice something about that list. Not one item on it is about the machine.
Those are the same four things a good foreman tells a crew before they start. Same four things you’d tell a contractor at your house. Say what you want, how much, what it should look like when it’s finished.
The reason clear instructions work is not that the machine likes them. It’s that a clear instruction can be checked by a person afterward. Vague in, unaccountable out.
Back in January I wrote a post arguing that most AI still depends on the prompt. Somebody read it again today, which is why I went and looked.
I was describing the world as it was. Nine months later the ground has moved out from under that piece.
I’m not taking it down. It’s a dated record of what I thought in January and it can stand there. But I’m telling you plain that I’d write it differently now.
Because here’s what actually happened, and nobody selling a course wants to say it.
The barrier was never technical.
For a couple of years there was a priesthood. People who knew the phrasing, selling access to the phrasing, to people who assumed the machine required a special language.
It never did. It required somebody who knew what they wanted.
The machine got much better at listening. That did not make the conversation easier. It moved the entire difficulty onto the person doing the talking.
If you don’t know what you want, no phrasing saves you. The answer comes back fast and confident and shaped exactly like your confusion.
So the skill that pays now is not a trick and it never can be. It’s knowing your own trade well enough to say what good looks like, and knowing when the thing should not be used at all.
An old man who knows his business and speaks plainly gets more out of these machines than a young man with a list of magic words.
That was true in January too. I just didn’t say it that way.
” Attic Thoughts”-library – Intelligent People Assume Nothing
Contact: micvicfaust@gmail.com
This post was drafted with AI governed assistance and reviewed and directed by Michael S. Faust Sr. before publication.
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