CONCEPT
The Superlinear Shadow
The uncomfortable companion to superlinear innovation — the mathematical fact that pathology scales at the same exponent as creativity, and the framework offers no mechanism for separating the two.
The most morally disquieting feature of West's scaling framework is that superlinear scaling amplifies destructive outputs at precisely the rate it amplifies productive ones. The 1.15 exponent that governs patents, GDP, and wages also governs crime rates, rates of infectious disease transmission, stress-related illness, and income inequality. The mathematics does not distinguish innovation from dysfunction. It amplifies the density of human connection and lets the consequences fall where they will. Cities tolerate crazy people and produce extraordinary creativity — the same openness that allows a street artist to become a cultural force allows a pathogen to become an epidemic. The same density that produces Silicon Valley produces the homelessness crisis that lines its streets. For the AI transition, this means: if AI amplifies effective cognitive density, it amplifies the pathologies of cognitive density along with the capabilities. The framework predicts both. The mathematics provides no mechanism for separating the two — that work belongs to the institutions, norms, and values that societies build around superlinear systems.
