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Fourteenth Amendment

Fairness

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Full-Text Articles in Law and Race

Equal Protection Under Algorithms: A New Statistical And Legal Framework, Crystal S. Yang, Will Dobbie Nov 2020

Equal Protection Under Algorithms: A New Statistical And Legal Framework, Crystal S. Yang, Will Dobbie

Michigan Law Review

In this Article, we provide a new statistical and legal framework to understand the legality and fairness of predictive algorithms under the Equal Protection Clause. We begin by reviewing the main legal concerns regarding the use of protected characteristics such as race and the correlates of protected characteristics such as criminal history. The use of race and nonrace correlates in predictive algorithms generates direct and proxy effects of race, respectively, that can lead to racial disparities that many view as unwarranted and discriminatory. These effects have led to the mainstream legal consensus that the use of race and nonrace correlates …

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Racial Indirection, Yuvraj Joshi Apr 2019

Racial Indirection, Yuvraj Joshi

Yuvraj Joshi

Racial indirection describes practices that produce racially disproportionate results without the overt use of race. This Article demonstrates how racial indirection has allowed — and may continue to allow — efforts to desegregate America’s universities. By analyzing the Supreme Court’s affirmative action cases, the Article shows how specific features of affirmative action doctrine have required and incentivized racial indirection, and how these same features have helped sustain the constitutionality of affirmative action to this point. There is a basic constitutional principle that emerges from these cases: so long as the end is constitutionally permissible, the less direct the reliance on …

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