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The Speenhamland Lesson for AI

Polanyi's analysis of the 1795 wage-supplement system as a redistribution that accepted commodification as given and thereby institutionalized the dependency it was designed to alleviate — now read as a warning about Universal Basic Income as the AI policy response.
In 1795, the magistrates of the Berkshire parish of Speenhamland established a system of public wage supplements designed to protect agricultural laborers from wages driven below subsistence by market competition. The supplement was tied to bread prices: when prices rose, the supplement increased; when wages fell, public funds made up the difference. The intention was protective. The result, over the following decades, was institutionalized pauperism. Employers discovered they could reduce wages further because the public fund would absorb the cost; wages fell, the supplement increased, wages fell further. The laborers became permanent dependents, stripped of the dignity of earning a livelihood, trapped in a system that subsidized their poverty rather than addressing the structural conditions that produced it. Polanyi used Speenhamland as a paradigm of a recurring failure: the well-intentioned social policy that addresses symptoms while leaving causes untouched, and thereby makes the causes more sustainable by absorbing their social costs.
The Speenhamland Lesson for AI
The Speenhamland
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