There is a tone you have heard if you spend any time where creative people argue about AI. A respected artist declares that the people using these tools are not real artists — that their work is slop, that they should be ashamed, that what they themselves do is something sacred that cannot and must not be optimized.
I don't think those artists are villains. I think they are craftspeople who feel something real is being lost, and the loudest tool they have to defend it is contempt.
But that tone is worth examining, because it is one side of a fight that is eating the creative world alive — and it is the wrong fight.
The loudest argument in the room
Right now, almost every conversation about AI and creativity collapses into the same two questions. Is AI-made work real art? And who owns the output?
People are pouring enormous energy into both. Artists demand that AI work be banned, labeled, or shamed. Creators who use AI tools demand that their songs and images be recognized and protected like any other work. Each side is sure the other is destroying something.
And the entire fight is happening on a foundation that already gave way.
Copyright was never coming to save you
Here is the part almost nobody says plainly.
If you are an independent creator using AI tools and you are waiting for copyright to protect your output, you are waiting for a bus that has already been cancelled.
Copyright requires human authorship. That is not a hot take — it is settled. The U.S. Copyright Office has said it repeatedly. The courts affirmed it at an appellate level in the Thaler line of decisions. A purely AI-generated output, with no meaningful human authorship, cannot be copyrighted. It has no protection. Anyone can use it.
This is not an argument. It is the current state of the law.
So when a creator spends weeks demanding that the system grant copyright over an AI-assisted song, they are demanding something the system has already, formally, on the record, refused to give. The energy is real. The frustration is justified. But it is being spent on a door that is bolted shut.
And the people on the other side — the ones insisting AI work should get no protection at all — are technically getting their wish. They are arguing for a status quo that already exists. They are fighting a war that is already over, and standing on the winning side, and somehow still angry.
Both camps are exhausting themselves over copyright. Copyright was never the thing that was going to help.
Two walls, pointed the same way
Look at what is actually happening to the independent creator, and you see two pressures, not one.
The first is cultural. A respected artist tells the world that AI creators are not real, that their work is slop, that they should be ashamed. That message does real damage. It tells a person who made something they love that they are not allowed to feel good about it.
The second is structural. While that cultural message spreads, the major institutions of the creative industries are quietly doing the opposite of dismissing AI. They are spending serious money to patent it, license it, and enclose it. The infrastructure for generating and managing AI creative work is being fenced off and turned into owned property — not by the independent creator, but around them.
Notice that these two pressures, which look like opposites, point in exactly the same direction.
One says AI creation should not be done. The other says AI creation should be done, but inside our fences. Neither of them describes a world where an ordinary person makes something with these tools, freely, and holds real ownership of what they made.
That is the squeeze. Told by the culture that your work isn't real, while the ground underneath that work is being bought. You do not need a conspiracy to explain it. You only need to notice that the prestige of old craft and the revenue of large institutions are served by the same outcome — and the independent creator is not part of that outcome.
The question that actually has an answer
So stop asking who owns it. That question routes you straight back into copyright, and copyright already answered.
Ask the question that still has a live, winnable answer: who can prove they made it?
Not “is it art.” Not “do I own the output.” Just: at the moment this thing came into existence, can the person who made it produce a verifiable, independent record that they made it, when they made it, and that a human shaped it?
That is provenance. A completely different thing from copyright.
Copyright is a claim you file with an office, after the fact, and hope is honored. Provenance is evidence — a record created at the moment of creation, cryptographically signed, that travels with the file and can be checked by anyone, without asking permission from any platform or any company.
A song you wrote the lyrics for and arranged yourself, with AI in the instrumentation? The human contribution is real, and provenance can document it. A workflow you spent months refining? Documentable. A piece you iterated five hundred times? Documentable. The exact thing the Copyright Office now demands you prove — which parts a human authored — is the thing a provenance record captures as you work, instead of forcing you to reconstruct it later from memory.
Provenance does not pick a side in the is-it-real-art fight. It makes the fight beside the point. It does not require you to swear off tools, and it does not require anyone to pretend the tools don't matter. It just answers the real question underneath all the noise: was a human behind this, and can they show it.
And look at the price
Set the law aside for a moment and just look at cost.
Registering a copyright is a paid filing — a fee per work, plus the time to prepare the application, plus the wait for it to process. For a creator releasing one carefully built album a year, that is manageable. For a creator making dozens or hundreds of pieces, it is a real expense and a real bottleneck. And at the end of it, for AI-assisted work, you may be paying to register something the office will not fully protect anyway.
Provenance runs in the other direction. A cryptographic record of authorship can be created at the moment a file is made, automatically, for free or for a cost measured in fractions of a cent. It does not require an application. It does not require a wait. It scales to one piece or ten thousand without the price changing in any way you would notice.
So the choice is not only between a protection that works and one that does not. It is between a slow, paid, per-work filing and an instant, near-free record that travels with everything you make. The economics point exactly where the law already pointed.
The burden is yours
Here is the hard sentence, and then the reason it is actually good news.
The burden of proving your authorship is now yours. Not the platform's. Not the copyright office's. Not the AI company's. Yours.
That sounds like a punishment. It is the opposite.
A burden you carry yourself cannot be taken away from you. A platform can delete your account and your “proof” with it. A company can change its terms. A registration can be challenged and stripped. But a cryptographic record of authorship that lives in your file, that you hold, that anyone can verify without going through any company — that cannot be revoked by a policy change or a shutdown. It is the only kind of proof that is genuinely yours.
Carrying your own evidence is not the consolation prize. It is the only form of protection in this environment that no one else can switch off.
What becomes possible after
There is one more reason this matters, and it is the hopeful one.
Right now, a creator has two options when AI companies want training data: get scraped without consent and maybe sue afterward, or stay invisible. Both are bad. There is no third option, because there is no infrastructure for one.
Provenance is the missing infrastructure. If creative work carries a verifiable record of authorship and the creator's terms, then “do not train on this” becomes a real, enforceable signal — and so does “you may train on this, here is my price.” The same record that defends you from unwanted scraping is the record that lets you say yes, on your terms, and be paid.
That world — where AI training is opt-in and compensated instead of scraped and litigated — does not exist yet. It cannot exist until creators hold their own proof. That is why this is step one, not step ten. Provenance is not the whole answer to the creative economy. It is the foundation the rest of the answer has to be built on.
Follow the path to the end
It is worth asking where the enclosure path actually leads.
If the infrastructure for AI creative work keeps getting fenced into owned property, and the independent creator stays locked outside the revenue, follow that forward. The creator pays every month for the tools. The creator supplies the taste, the labor, the iteration, the judgment. And the creator earns — what? Pennies, if that. Maybe nothing.
Meanwhile, look at the scale of what is being built on the other side. ABI Research projects the number of data centers operating worldwide will rise from roughly 8,800 in 2026 to over 12,000 by 2035 — with North America alone adding well over a thousand new facilities in that span. The firm expects AI workloads to overtake legacy workloads in active data center capacity by 2031. The exact count of strictly AI facilities is genuinely hard to pin down, because new projects blend ordinary cloud storage with AI training capacity. But the direction is unambiguous: an entire industrial layer is being constructed, at a cost of many billions, because someone expects a serious return.
So here is the question that should stop everyone, on every side of the AI argument:
If a small creator cannot earn a real income from the work, how does that creator justify spending hundreds of dollars a month on the tools to make it?
There is no good answer to that. A system where the cost of creating scales up, the infrastructure scales up, the investment scales up — and the creator's income scales toward zero — is not a creative economy. It is an extraction machine with a hobby at the bottom of it.
This is the path provenance is meant to interrupt. Not because a verifiable record of authorship is a complete economic answer by itself — it is not. But because nothing else becomes possible without it. You cannot be paid for work you cannot prove is yours. You cannot license what you cannot document. You cannot opt in, on your own terms, to a market you have no standing in. Provenance is the floor a creator has to be standing on before any fair economics can be built on top.
Put the copyright fight down
None of this is anti-AI. None of it is pro-AI. It is true no matter which side of that argument you started on.
The copyright fight is loud, it is emotional, and it is already lost. Every hour spent on it is an hour not spent building the thing that would actually help.
Stop asking who owns it. Start holding the proof that you made it. The burden is yours now — and that is the first thing in this entire mess that no one can take away from you.
-Pat Casino
Source: ABI Research, "How Many Data Centers Are There and Where Are They Being Built?" (July 16, 2024; page updated March 3, 2026). https://www.abiresearch.com/blog/data-centers-by-region-size-company