The Last Enclosure

The Unearned, Part 5

Strip a large language model down to what it actually is and the marketing falls away. It is a compression of very nearly everything human beings have ever written. A machine that predicts what a person would say next, which it can do only because billions of people already said it. The poets and the plumbers, the textbook authors and the forum cranks, the coders who answered a stranger’s question at two in the morning for nothing. Most of them unpaid. A great many of them dead. None of them asked. The thing the labs are now renting back to us by the token is, in the most literal sense, us. It is the distilled output of the species, fenced and metered and sold.

This series has spent its length on one distinction, and the machine forces it at the largest possible scale. How much of a thing’s value was created by the people selling it, and how much was captured from something they did not make. Land first, in From Plunder to Justice and Enough and As Good. Then the booth, the levy that takes the toll and leaves the town, the same line on ore and airwaves. The machine is the largest case the line has. Ask it now.

Be fair to the lab, the way the land argument is fair to the building. The lab created real things. The architecture, the training run, the staggering bill for compute, the engineering, the product, the way it is delivered to a phone in your hand. That is the building on the lot, and the builder has earned every dollar the building is worth, with no ceiling, the same way The Cap leaves a creator’s upside untouched. But the building sits on land the lab did not make. The foundation under every model, the thing without which the cleverest architecture predicts nothing, is the corpus. And the corpus is not the lab’s. It is the inheritance of everyone who ever wrote a sentence down. The value the model draws from that inheritance, rather than from the lab’s own work, is unearned. It is rent on the commonwealth of human thought, and the principle this whole series runs on is that rent on a commons belongs to the commons.

Call it what it is. This is the last enclosure, and the largest. The old enclosures fenced the physical commons, the village green and the grazing land, and turned a shared inheritance into private property a few could charge the rest to use. We are watching the same act performed on the one commons that was supposed to be beyond fencing, the accumulated knowledge of the mind. A public inheritance that cost nothing to share, because one person knowing a thing never stopped another from knowing it, is being converted into a private product that is rivalrous, metered, and switched off the moment you stop paying. The corpus was free to all of us. The model trained on it is free to none of us.

Most of the people who would otherwise be on my side of this reach, at this point, for an answer that feels principled and is, in plain fact, a fantasy.

The purist on my own side says the model is the company’s property. They built it. Hands off. That reflex has earned libertarianism its reputation for being clever and useless. It refuses the one distinction a serious theory of property has to make, between what you created and what you captured. A position fenced off from the commonwealth and monetized is not the same thing as an object built from nothing. A property theory that cannot tell the two apart is not defending property. It is defending whoever reached the fence first.

The louder fantasy is the one across the aisle. Make AI a public utility. Nationalize the labs. Force the weights open by law. I have argued elsewhere that open models are the better path, and I believe it. An open model returns the commons in kind, the way the corpus came to us, there for anyone to build on. If I could pick the world, that is the world I would pick.

I am not going to build an argument on a world I am not going to get. The AI industry is going to be private, capital-intensive, concentrated, and closed, for better and for worse, and no amount of conference-stage idealism is going to nationalize a trillion dollars of compute or pry open weights whose owners would sooner burn the building down than release them. Pretending otherwise is how you write a manifesto that feels righteous and changes nothing. The practical question is not how to seize the machine. It is what justice looks like once you have accepted that the machine will stay in private hands.

The answer is the one this series has been building toward from the first page, because it is the answer Georgism already gives about land. You do not abolish private ownership of land. That is the socialist road, and it ends where it always ends. You leave the land private, leave the market running, leave the builder his building, and you capture the rent, the unearned part, the value the owner collected but did not create, and you return it to the commons that made it. Do the same to the machine. Leave it private. Let it profit, enormously, on everything it built. And capture the unearned slice, the rent it pulls from the inheritance of the species, the way a land tax captures it from a landlord who fought you every step of the way and keeps his land regardless.

Private industry. Public dividend. That is not a softening of the commons argument. It is the commons argument in the only form that survives contact with the real world.

This is also not a copyright claim, and it must not be allowed to become one. The moment you make it about infringement you have lost, because copyright would route the money to Getty and the big publishers and the estates with lawyers, not to the commons, and it drags the whole thing into an endless courtroom war over whether training counts as fair use. Set that question aside. It does not matter to this argument whether the scraping was legal. What matters is that the value is unearned, and unearned value drawn from a common inheritance should be returned, whatever a court eventually decides about the scraping.

The line between created and captured is not a clean one. I will not pretend the share is easy to compute. It is the same difficulty What We Refuse to Count met with the executive’s pay, where you cannot say to the dollar which part is talent and which is position, and yet the distinction is real and refusing to draw it is itself a choice, one that always favors the holder. The same holds here. Whether the corpus accounts for sixty percent of the value or ninety, no one can claim with a straight face that a frontier model would be worth a hundredth of what it is worth had it been trained on nothing the species ever wrote. The foundation is most of the building’s worth. That is enough to know there is rent to capture, long before anyone settles the argument over the share.

And the model is only the sharpest instance of a larger pattern. The enclosure of the common mind did not start with the labs. It started with the platforms that turned our attention and our writing and our friendships into a product sold back to us, and the brokers that assemble a dossier on every one of us out of traces we never knowingly handed over. The machine is that same act at last made total, the whole inheritance distilled in one place. The principle that answers it answers all of them. Where a private fortune is raised on a commons, the commons is owed the rent.

Capture is only the first move. Tax What You Didn’t Make already said so, about the residual after the night watchman is paid. What you do with the money afterward is the real remaining question. If you capture the rent the machine extracts from the common mind, the natural thing to do with it is the natural thing to do with any commons rent. You return it to the commoners. Not to the famous authors whose names are legible, not through a licensing office that would only fatten the largest rights-holders while the forum poster and the dead get nothing, but to everyone, in equal measure, as a dividend on an inheritance everyone shares. The next series calls that the citizen’s dividend. The machine may prove to be its single best source of funding, because there has never been a cleaner case of an enormous new fortune raised on a commonwealth that belongs to all of us.

It also answers the fear hanging over the whole subject. The dread is that the machine eats the work and ordinary people are left with nothing. The commons frame turns that on its head. If the machine inherits the labor, the people inherit the rent, because the machine’s power was the people’s inheritance to begin with. The displaced are not petitioners asking for relief. They are owners collecting what they are owed, a dividend on the accumulated knowledge their species spent ten thousand years assembling, which a handful of firms found a way to bottle and sell. The robots can have the jobs. The people keep the rent on the mind.

The argument opened with the oldest commons there is, the land beneath our feet. This part ends with the newest, the knowledge inside our heads, the inheritance of every human being who ever troubled to write down what he learned. Between the two lies a single idea, applied without flinching to the largest things we hold in common. You may own what you build. You may not quietly pocket what we all made and call it yours. The land was the first enclosure. The mind is the last. The settlement, in both cases, is the same. Leave it private, capture the rent, and pay the people what they are owed on the commonwealth they never stopped sharing.

How you pay them, and why that payment is property rather than charity, is the next series. Capture is this series. Return is the other half.

Next: Not Welfare, a Dividend