CONCEPT
Surplus Distribution
The economic question of how the value created by productivity gains is divided among workers, employers, consumers, and platform providers — determined not by justice but by bargaining power, which is itself determined by market structure.
When a new technology increases productivity, the resulting surplus — the difference between value created and cost of production — expands. The distribution of the expanded surplus is determined by the bargaining positions of four claimants: the workers who operate the technology, the employers who deploy it, the consumers who purchase the output, and the technology providers who supply the tools. Bargaining power is determined by scarcity: who has alternatives and who does not, who can credibly walk away and who is locked in. In the AI transition, the twenty-fold productivity multiplier represents enormous surplus expansion; the distribution depends entirely on the structure of the markets in which each claimant operates.
In The You On AI Field Guide
Workers occupy the weakest bargaining position. The same technology that multiplied individual output has multiplied the output of every worker with access to the same tool. When one engineer can do the work of twenty, the employer needs fewer engineers. The