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Bias in Computer Systems Essay Preview: Bias in Computer Systems Report this essay Bias in Computer Systems BATYA FRIEDMAN Colby College and The Mina Institute HELEN NISSENBAUM Princeton University From an analysis of actual cases, three categories of bias in computer systems have been developed: preexisting, technical, and emergent. Preexisting bias has its roots in.