You On AI Field Guide · Circular Cumulative Causation The You On AI Field Guide Home
Txt Low Med High
CONCEPT

Circular Cumulative Causation

Myrdal's foundational 1957 principle — advantages compound and disadvantages deepen through self-reinforcing feedback loops rather than self-correcting toward equilibrium, operating now at digital speed.

Cumulative causation is Gunnar Myrdal's direct challenge to the equilibrium assumption at the heart of mainstream economics. Where orthodox theory held that market forces tend toward self-correction, Myrdal's empirical work across three continents demonstrated the opposite: initial advantages create further advantages, initial disadvantages create further disadvantages, and the spirals compound rather than converge. The principle operates through multiple reinforcing channels simultaneously — economic, educational, institutional, psychological, cultural — each feeding the others. Applied to AI, the framework predicts that the gains of the transition will concentrate among those who already possess the infrastructure, talent, capital, and institutional capacity to use the tools, while the costs fall on those who do not. The concentration is not accidental; it is structural, and it reverses only through deliberate institutional intervention.

Circular Cumulative Causation
Circular Cumulative Causation

In The You On AI Field Guide

Myrdal developed the principle across thirty years of empirical work, beginning with An American Dilemma in 1944 and culminating in Asian Drama in 1968. In the American South, he documented how racial

← Home 0%
CONCEPT Book →

Keep reading with YOU ON AI

Unlock the full book, field guide, and 555-thinker library. If you have a book code, register now — it takes a minute.

Register with book code Sign in