Polycentrism, not polemics? Squaring the circle of non-discrimination law, accuracy metrics and public/private interests when addressing AI bias
Lon Fuller famously argued that polycentric issues are not readily amenable to binary and adversarial forms of adjudication. When it comes to resource allocations involving various interested parties, binary polemical forms of decision making may fail to capture the polycentric nature of the dispute, namely the fact that an advantage conferred to one party invariably involves (detrimentally) affec
