CONCEPT
Capability Without Capture
Stiglitz’s structural diagnosis of the AI democratization’s central paradox: that the collapse of the imagination-to-artifact ratio gives the developer in Lagos the productive power she was previously denied, while the institutional architecture of global technology markets ensures that the value she creates flows primarily to the platform owners who provided the tool.
The history of economic development, as
Stiglitz has documented across decades of field research, is littered with technologies that promised to democratize productive capability and instead amplified existing advantage.
The Green Revolution of the 1960s put high-yield seeds in the hands of farmers worldwide; the farmers who captured the productivity gains were the ones who could afford the fertilizer, the irrigation, and the land to scale. Trade liberalization opened global markets to developing countries; the rules of the system, written by and for wealthy nations, ensured that market access did not translate to equal terms. The AI democratization follows the same structural logic, now operating at the level of individual builders rather than national economies. The developer in Lagos who uses
Claude Code to build a financial services application for Nigeria’s informal economy has gained the productive capability she was previously denied by