The Data Frontier Enclosure

Rosa Luxemburg argued in The Accumulation of Capital (1913) that capitalist systems cannot reproduce themselves purely from within—they must reach outside their own circuits to enclose what was previously held in common, converting shared resources into private raw material for accumulation. The open internet, before the machines came for it, was the largest non-commercial commons humanity had ever constructed: text written for the ordinary human reasons people make and share things, images created without thought of training a model, code released into public repositories because the gift economy of open source worked. The systematic scraping of this commons into proprietary training datasets is, in Luxemburg's structural sense, the enclosure of a new frontier: a commons converted into private capital, with the commoners dispossessed of what they made together. The value flowed in one direction: the people whose work built the commons received nothing; the firms that enclosed it received a foundation for trillion-dollar valuations. As high-quality public text has grown scarcer,