CONCEPT
Dead Labor
Marx’s term for the past human labor crystallized in machinery—which “vampire-like, only lives by sucking living labour”—and the most exact vocabulary available for naming what an AI model contains, who produced it, and why the value it generates flows to the owner of the weights rather than the worker who prompts them.
Dead labor is
Karl Marx’s term for the past human effort crystallized in machinery and infrastructure—the labor that has been expended, transformed into a productive instrument, and now operates to generate value without the continuous expenditure of effort that originally produced it. Marx’s image for it was deliberately gothic: capital, he wrote in
Capital, is “dead labour that, vampire-like, only lives by sucking living labour, and lives the more, the more labour it sucks.” The living labor of current workers combines with the dead labor embedded in the machine to produce output; the value that output generates accrues to the owner of the machine, not the worker who operates it. Applied to
large language models, the concept achieves a precision that borders on the uncanny. A foundation model is the largest crystallization of dead labor in human history: billions of hours of