CONCEPT
Institutional Response to Technological Transition
The Keynesian prescription that markets produce transitions but do not manage them — and that managing them requires deliberate institutional construction at the speed of the displacement.
The historical record is specific about what distinguished technological transitions producing broadly distributed benefit from transitions producing concentrated gain. The distinguishing variable was not the technology. It was the institutional response. Transitions producing broad benefit were accompanied by deliberate institutional construction: labor protections, educational expansion, progressive taxation, social insurance. Transitions producing concentrated gain were accompanied by institutional absence — the laissez-faire conviction that markets would manage the transition on their own. The AI transition demands institutional construction at a speed for which there is no close historical precedent.
In The You On AI Field Guide
The Keynesian framework provides the analytical architecture. Markets produce technological transitions because competitive pressure rewards the adoption of productivity-enhancing tools. Markets do not manage transitions because the institutions required — retraining systems, income bridges, identity-reconstruction infrastructure, aggregate demand maintenance — are public goods whose returns are diffuse and long-term. Private firms underinvest in public goods; the institutional response must be collective.
The nineteenth-century record illustrates the pattern