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Essay

Copying became free. Checking did not.

In October 2026 one person with a coding assistant published copies of Photoshop, Illustrator, Word and Excel in twelve days. We went and read the numbers from inside. The copy looks the same, does half the job, and nobody stands behind it. That says little about Adobe and a lot about what will remain expensive in software: not the program, but whoever checks it and whoever signs for it.

Specimen · the copier: pick what to copy and see what comes out
–what the copy is
–to look alike
–to work alike
–who signs

The photo-editor numbers are the ones the project publishes on its own scoreboard, read by us on October 11. Spreadsheet and niche app are illustrations of the reasoning, not our measurements. The "answer key" is the original running alongside: every file it opens and every calculation it makes becomes a test for the copy.

Before the argument

Four words for this page.

Copying

Asking an assistant to rebuild a known program from its behaviour alone, without the original code. In 2026 that costs days and cents.

Answer key

The original running alongside. If it opens a file and shows an image, the copy must show the same one. The only yardstick that does not depend on opinion.

Receipt

Whoever answers when it goes wrong: signs the contract, pays the fine, faces the auditor. The program can be copied; the receipt cannot.

Runs on your machine

The program installed on your own computer or server, without renting someone else's. It makes sense again when the program costs nothing and the subscription costs everything.

What we measured

The headline says copy. Their own scoreboard says 45 %.

This week's case is called ArtCraft. The founder of a synthetic-voice company, working with a coding assistant, published twelve programs in twelve days: copies of Photoshop, Illustrator, Premiere, Acrobat and, since October 7, Word, Excel and PowerPoint. The Photoshop copy had 806 thousand downloads in ten days. The press called them "clones".

We downloaded the repositories and read what they publish themselves. 449 thousand lines of code, 1,494 changes in twelve days, 1,291 of them co-signed with the assistant. And a scoreboard, generated by a program and checked on every change, that says the opposite of the headline: "ready for real work: 45 %". Speed: 3 of 56 measurements within target. Changing a layer's opacity takes 443 milliseconds where the target is 20. And 31 of the 154 settings do nothing: they are there to look right.

The most honest number on the scoreboard is the files. They made 258 files inside the real Photoshop, with the image Photoshop draws stored inside each one, and compare pixel by pixel every night. Today 52 % of those files open identically. The rest do not.

THE SCOREBOARD THEY PUBLISH THEMSELVES the menus and screens are there 100% opens files identically to the original 52% ready for real work 45% runs at the right speed 3 of 56
From the project's own scoreboard file, read on October 11, 2026. The top bar is the one the headline saw. The three below are what remains to be done.
The rule that shows up

Where there is an answer key, the copy chases the original. Where there is none, it stops.

Notice the split. Photoshop files have an answer key: the original draws, the copy draws, you compare. That number was lower last week and rises every night, because every difference becomes a task with a right answer. Speed, the feel of use and the settings that do nothing have no answer key: nobody wrote "fast enough" in a form a machine can check. Those numbers do not move.

The same rule explains why a spreadsheet is easier to copy than a photo editor. Every spreadsheet calculation has a right answer you can write into a test. "This photo looks good" has none. It also explains a case from September: a programmer rebuilt a 1989 game in a week with four hours of attention, because the original game ran alongside, serving as proof for every screen.

The copy converges at the speed of the answer key. Without one, what you get is a façade that looks finished and is not, and nobody knows by how much. That is the difference between a measured 52 % and an estimated 45 %.

WITH AN ANSWER KEY the original the copy, night after night days → WITHOUT ONE the original ? looks finished; nobody knows by how much days →
Illustration of the reasoning. The left is what we saw in the files; the right, what we saw in speed and in the decorative settings.
The cost changed sides

Making costs cents. Checking costs people.

In the same project, the pipeline that checks every change cannot keep up: of the last hundred pushes to the main line, 83 were cancelled because the next one arrived before the check finished. Three hundred changes a day come in; the queue of checkers is longer than the queue of makers.

In June a group of mathematicians measured the same thing in money. They gave ten unpublished problems to four assistant set-ups and paid thirty specialists to grade blind. The bare assistant, with no apparatus around it, got 5 of 10 right for 117 dollars. The most expensive set-up got 6 of 9 for 3,186 dollars. The one with a Fields medallist on the team got the same 5 for 4,799. The expensive apparatus bought one extra answer at 27 times the price. What actually cost money was the thirty graders.

It is the arithmetic this notebook has repeated since "The cheap one acquits": when making tends to zero and checking does not, the checked fraction falls by itself. Asking for more care does not help. The scarce work became judging, and that is what gets charged for.

THE ARITHMETIC time → what nobody looked at made by the machine 300 changes a day checked by people 100 checks that finish, out of 100 83 cancelled by the next push
The whole entry's arithmetic in one chart. The two marks are measured in the project: 300 changes a day coming in, 17 of every 100 checks reaching the end. The shape of the curves is illustration.
And the big companies?

Adobe does not lose the customer. It loses the argument.

The large company does not pay for the editor. It pays for the file format legal accepts, the login HR controls, the support that picks up, and for not having to retrain two thousand people. Thirty dollars a month per seat is cheap next to that. So, for a year or two, the copies show up in nobody's revenue. They show up in renewal discounts and in law: New York's rule forcing one-click cancellation of subscriptions came into force this week.

What the copies destroy is the belief that the program itself is worth the subscription. And they expose what is: the file format, which is the answer key every copy is measured against; the model and the data the program wraps; and the receipt, whoever signs the contract and answers for the breach. No twelve-day copy carries those three things.

Who really bleeds is the niche program at 50 to 500 a month whose value was a screen over a database: customer lists, quote generators, PDF tools. Those have a trivial answer key, no format of their own and no auditor at the door, and the customer already pays for the assistant that rebuilds them in an afternoon. The copy aims at Adobe for marketing. The blood runs in small software.

THE FOUR WALLS the customer the program itself the file format (the answer key) model and data who signs the receipt
The wall the copy knocks down is the program's. The other three cannot be copied in twelve days, and they are what the big companies will charge for.
Where it goes

The program stops being what you buy.

The cloud splits in three, and the middle one shrinks. The model cloud stays: the inference machines nobody runs at home. The edge stays: address, tunnel, identity, defence, which one company is buying piece by piece. The application cloud shrinks, the rented machines running screens over databases, because that becomes a twelve-megabyte file running on your own machine for free. This same week, three data centres of a Russian company were hit by drones in four days; redundancy within one country stopped being redundancy.

Running on your machine comes back through the arithmetic, not the ideology. When generating the program costs nothing, renting someone else's machine becomes the biggest cost and the biggest risk. A site published this week by a one-person consultancy runs on a home computer, with no public address and zero hosting cost, and can be audited end to end in an afternoon. In three years, "runs on your hardware" is a pricing tier, not an exception.

An open format with a public answer key becomes the move. If the moat is the format, the attack is an open format with reference files and reference images kept by a consortium, not by a clone. Whoever controls the answer key controls the market for copies. It is a place where a small team with measuring discipline is worth more than a lab with a thousand graphics cards.

"Who reviewed this?" becomes a purchasing question. Readers already abandon machine-written text when they notice. Software goes the same way: a published and verified scoreboard, a record of who looked, the name of who signs. ArtCraft did half of that by instinct. It will become a requirement in tenders and in insurance.

THE CLOUD IN THREE PIECES model application edge your machine 12 MB · zero cost
What needs a big machine stays in the cloud; what needs to be close to the world stays at the edge; what is a screen over data goes back home.
The bet, to be checked later

Five dated markers.

The thesis in one sentence: within five years, software stops being what you buy and becomes what your checker accepts. A company buys the answer key, the pipeline that judges and the person who signs, then generates the program as many times as it likes, switching model vendors the way it switches power companies. The big companies survive as owners of format, model and receipt, on thinner margins. Small screen-over-database software dies. The application cloud shrinks. And a new industry is born, small and expensive: the one that checks.

So that this does not remain opinion, five things to look at on fixed dates. We will come back to this page to say what we got right.

WhenWhat to look atIf it happensIf not
April 2027Photoshop files the copy opens identically: today 133 of 256Above 200: the copy converges where there is an answer keyStuck near 133: October's pace was publicity
2027First lawsuit by Adobe or Microsoft against a machine-made copy, and on what groundsThe grounds chosen show which wall they think they haveNo lawsuit: the copies do not threaten what they charge for
2027Microsoft or Adobe offer a "bring your own model" or "runs on your hardware" tierThey admitted the screen is no longer the productStill selling the program: the thesis got the timing wrong
2028A public tender requires a verifiable scoreboard or a named reviewer for machine-made softwareThe checking industry has a paying customerNobody requires it: checking stays a cost, not a product
2028Small screen-over-database software still grows double digits a yearThe thesis failed at its centre: checking stayed too expensive for small companies and they kept rentingIt shrank: the blood ran where we said

The last row has its colours swapped on purpose: it is the test that, if it passes, brings the thesis down. A bet with no way to lose is not a bet.

What we do not know yet

Where this may be wrong.

One case, in twelve days

ArtCraft is a company with a paid product alongside, and the free programs are the front door. The pace may be a funnel, not a trend. That is why the first marker is theirs, in April.

The answer key can be copied too

We say the format is the big companies' wall. But ArtCraft's answer key was made by the clone, inside Photoshop, in days. If answer keys are cheap to make, that wall is lower than we drew it.

"Who answers" may become cheap insurance

If insurance for machine-made software appears, with a price, the receipt stops being scarce and becomes a budget line. The checking industry would exist, but smaller and duller than we predict.

The cost of checking may fall

We bet judging stays expensive because it is human. Machine judging, well designed and with an answer key, may get good enough. We have measured where that fails and keep measuring; if it works, part of the argument ages.

Talk

Does this apply to your case?

If your company depends on a program someone could copy in an afternoon, or if you are thinking of generating your own, tell us in two lines which one. The first conversation is to find where your answer key is and who signs your receipt. If the answer is "you need none of this", we say so.

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