Critical Averaging and the Politics of Statistical Representation

Abstract

Critical Averaging examines decisions made before a system's fairness can be assessed: task formulation, selection, weighting and representation. A generative artwork exposes these operations by constructing weighted averages of national flags across several representational spaces. The France, Uruguay and Palestine case demonstrates how a choice of weights or representation can erase smaller populations or change what an apparently simple average depicts.