I suggest that we can read Marx in the light of recent analytic, neo-Hegelian thought. I summarize the Pittsburgh School philosophers’ claims about the myth of the given, the claim that human experience is conceptual all the way out, and that we live in a space of reasons. I show how Hegel has been read in those terms, and then apply that reading of Hegel to Marx’s argument that capital is akin to what Hegel called Geist, or spirit. We can understand capitalism as a space of reasons that is contradictory: while the space of reasons is supposed to make human freedom possible, our space of reasons makes freedom impossible. Reading Marx in this way is helpful, because it avoids the flaws of analytical Marxism, existentialism and structuralism. However, it raises a large problem of its own: Can the theory of the space of reasons be applied to a society that is not free of alienation? I argue that it can, but only in ways that would not satisfy the analytic neo-Hegelians themselves.