CONCEPT
Ownership of the Means of Thinking
Crawford's deliberately Marxist formulation of the AI transition as a political-economic event: the concentration of cognitive infrastructure—training data, computational capacity, conversational interfaces—in a small number of firms represents a new form of power over which democratic accountability has almost no purchase.
If the means of production determined the shape of industrial economies, the means of thinking—the tools, institutions, and practices through which a society generates, evaluates, and transmits knowledge—determine the shape of knowledge economies. In December 2025,
Crawford published an essay naming the AI revolution not as a technological event but as a political-economic one: “As near as one can tell, the business rationale for AI rests on the hope that it will substitute for human judgment and discretion. Given the role of big data in training AI systems, and the enormous concentrations of capital they require to develop, the AI revolution will extend the logic of oligopoly into cognition itself. What appears to be at stake, ultimately, is ownership of the means of thinking.” The developer who uses a conversational coding interface is thinking through a tool she did not build, trained on data she did not curate, operating according to