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  1. Is affirmative action racist? Reflections toward a theory of institutional racism.César Cabezas - 2022 - Journal of Social Philosophy 54 (2):218-235.
    I defend impact-based accounts of institutional racism against the criticism that they are over-inclusive. If having a negative impact on non-whites suffices to make an institution racist, too many institutions (including institutions whose affirmative action policies inadvertently harm its intended beneficiaries) would count as racist. To address this challenge, I consider a further necessary condition for these institutions to count as racist—they must stand in a particular relation to racist ideology. I argue that, on the impact-based model, institutions are racist (...)
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  • Learning to Discriminate: The Perfect Proxy Problem in Artificially Intelligent Criminal Sentencing.Benjamin Davies & Thomas Douglas - 2022 - In Jesper Ryberg & Julian V. Roberts (eds.), Sentencing and Artificial Intelligence. Oxford: Oxford University Press.
    It is often thought that traditional recidivism prediction tools used in criminal sentencing, though biased in many ways, can straightforwardly avoid one particularly pernicious type of bias: direct racial discrimination. They can avoid this by excluding race from the list of variables employed to predict recidivism. A similar approach could be taken to the design of newer, machine learning-based (ML) tools for predicting recidivism: information about race could be withheld from the ML tool during its training phase, ensuring that the (...)
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