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CONCEPT

Self-Regulating AI Market

The utopian project of subjecting AI deployment to market logic <em>without institutional constraint</em> — structurally impossible, because the market destroys the social, educational, and institutional conditions on which its own functioning depends.
The self-regulating market is a utopian project in Polanyi's original sense: a place that does not exist and cannot exist. The attempt to create a market that governs production and distribution without interference from social institutions fails structurally because markets require social institutions to function — laws that enforce contracts, norms that constrain fraud, educational systems that produce skilled workers, political stability that protects property, cultural institutions that sustain trust. The market depends on these institutions but does not produce them; when market logic extends without constraint, it destroys the conditions on which market activity depends. The self-regulating AI market reproduces this structural impossibility with particular clarity: the deployment of AI tools is destroying the educational institutions, professional communities, and mentorship relationships that produce the skilled workers the market will continue to require.

In The You On AI Field Guide

The impossibility has empirical precedents. The factory system of nineteenth-century England destroyed the communities that had produced skilled, healthy, socially embedded workers, creating a

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