CONCEPT
Public Goods Underinvestment
The structural pathology by which affluent economies systematically underfund the shared institutions that would make prosperity broadly beneficial — operating at compressed timescale in the AI transition.
Public goods — structures that benefit everyone but that no individual actor is incentivized to fund — are the perennial casualty of an economy organized around private return. The market rewards private investment with private profit. Public investment produces diffuse benefits that cannot be captured by the investor. The result, Galbraith documented across multiple works, is the characteristic pathology of the affluent society: magnificent private consumption alongside degraded public services. In the AI transition, the pattern recurs with compressed timescale and heightened stakes. The dams You On AI calls for — retraining infrastructure, educational reform, regulatory frameworks, cultural norms — are all public goods. They benefit the broad population; they cannot be privately captured; they require sustained collective investment over timelines exceeding any quarterly earnings cycle.
In The You On AI Field Guide
The pattern is not moral failure; it is structural consequence of incentive architectures. Companies that build AI infrastructure face competitive pressures rewarding private capture; public investment in retraining programs produces benefits