The New Means of Production: How “Who Gets AI Access” Became the Newest Class Line in History
Karl Marx never saw a GPU cluster, but he described exactly what it would do to society.
In 2024, a single query to a frontier AI model — the kind capable of drafting legal briefs, debugging enterprise software, or synthesizing a decade of medical research in seconds — cost pennies for the user and tens of millions of dollars in infrastructure for the company providing it. The training run behind that model consumed enough electricity to power a mid-sized city for a month. The chips required to build it were rationed by export controls, hoarded by three or four corporations, and priced beyond the reach of any university, any government, any competitor without a war chest measured in billions.
Meanwhile, a teenager in Lagos and a teenager in Palo Alto opened the same app. One had a free-tier chatbot with a memory of a few thousand words and rate limits that reset every few hours. The other had, through a parent’s corporate account, unrestricted access to a model with persistent memory, unlimited queries, and priority processing — the digital equivalent of a private tutor versus a crowded classroom.
Both teenagers were using “AI.” Only one of them was using power.
This is not a story about technology. It is a story about ownership — and it is the oldest story in political economy, wearing a new coat.
The Line That Never Actually Disappeared
We have spent two generations telling ourselves that industrial-age categories no longer applied to us. Factories closed, unions shrank, and pundits declared that the struggle between owners and workers was a relic — that in the “knowledge economy,” everyone with a laptop and a good idea could compete on equal footing.
That comforting story is now being tested by the single most consequential technology since electrification, and it is failing the test badly. The tools of cognition itself — the capacity to reason, write, code, diagnose, and predict at superhuman speed — are being enclosed by the same handful of institutions that already owned the servers, the data, and the capital to build them.
This is precisely the pattern a nineteenth-century German philosopher spent his life trying to warn us about. Not because he foresaw silicon. Because he understood something more durable than any specific machine: whoever controls the means of production controls the terms of human life, and every new technology becomes, almost immediately, a new instrument of that control — unless someone forces it to be otherwise.
What Marx Actually Meant by “Means of Production”
Strip away the Cold War baggage and Marx’s central insight is almost embarrassingly simple: in any society, there exists some critical set of tools — land, factories, machines, capital — without which people cannot produce what they need to live. Whoever owns those tools does not merely have more money. They have structural power over everyone who must use those tools to survive.
