This one is on the list as a single job, and it is really two. The split matters because AI did something dramatic to one half and nothing at all to the other.
The creator half got cheap
Drafting, editing, images, video, variations for five platforms. The marginal cost of producing a competent piece of content fell to roughly nothing, and it fell for everybody at the same moment.
That means it is not a differentiator. Whatever a model can make for you this morning, it made for several million other people this morning.
The operator half did not
Here is what happened to me, and it is the reason I take this seriously.
My website once said I had delivered over a hundred and fifty projects, that I had a satisfaction rate in the high nineties, and that I had worked with hundreds of businesses. None of it had happened. I am one engineer.
I did not write those sentences. A model generated the copy, I read it, it sounded like a website, and it went live. I found them weeks later, while auditing something unrelated.
Nothing in the production process was broken. The model did exactly what it was asked. Marketing copy contains confident figures — that is the genre. And when you read it back, an invented number does not announce itself. There is no visual difference between a figure you verified last month and one that was invented forty seconds ago.
What operating actually means
It means a register of every figure the copy is allowed to contain, each with a source precise enough to re-verify, and a checker with no model call in it that fails any draft containing a number not on the list.
Mine extracts every figure from the prose — money, percentages, counts of three or more digits, multipliers, written-out quantities like a third — and rejects anything unregistered. It also catches the opposite failure: figures that are real but marked internal and must not be published.
It does one more thing that I did not expect to need. The original copy was written in the first person plural: what the team had delivered, how many clients the company served. There is no team. So the checker flags we, our and us as well. Same class of problem as the invented project count — not a lie anybody chose to tell, just the default voice of the genre arriving unexamined.
Why this is the career
Because the constraint moved. It used to be can you produce enough. It is now can you stand behind what you produced, at a volume where you cannot personally remember writing any individual sentence.
The people who will do well at this are not the ones with the best prompts. They are the ones who built the boring apparatus that makes volume survivable: a source of truth, a check that runs before publication, and a rule about what happens when the check fails.
Volume without accountability is a liability that scales.
Where I come into this
Start smaller and free: the website check reads your live pages and reports what is on them, including the things a person scrolling past does not notice. A minute, no account.
If you publish figures your business depends on and nothing checks them before they ship, that is a register waiting to be built, and it is a weekend of work rather than a project. Tell me what you publish. If your review process already catches it, I will say so.
Post 4 of 10. The next one is a job I sell.
