Law Commons^™

Bias In, Bias Out, Sandra G. Mason

AI-DR Collection

Police, prosecutors, judges, and other criminal justice actors increasingly use algorithmic risk assessment to estimate the likelihood that a person will commit future crime. As many scholars have noted, these algorithms tend to have disparate racial impact. In response, critics advocate three strategies of resistance: (1) the exclusion of input factors that correlate closely with race, (2) adjustments to algorithmic design to equalize predictions across racial lines, and (3) rejection of algorithmic methods altogether.

This Article’s central claim is that these strategies are at best superficial and at worst counterproductive, because the source of racial inequality in risk assessment lies …

Bias In, Bias Out, Sandra G. Mayson

Scholarly Works

Police, prosecutors, judges, and other criminal justice actors increasingly use algorithmic risk assessment to estimate the likelihood that a person will commit future crime. As many scholars have noted, these algorithms tend to have disparate racial impact. In response, critics advocate three strategies of resistance: (1) the exclusion of input factors that correlate closely with race, (2) adjustments to algorithmic design to equalize predictions across racial lines, and (3) rejection of algorithmic methods altogether.

This Article’s central claim is that these strategies are at best superficial and at worst counterproductive, because the source of racial inequality in risk assessment lies …

The Critical Tax Project, Feminist Theory, And Rewriting Judicial Opinions, Anthony C. Infanti, Bridget J. Crawford

Articles

In this essay, the authors discuss the intellectual foundations for their co-edited book, Feminist Judgments: Rewritten Tax Opinions (2017), the first in a series of subject-matter specific volumes published in the U.S. Feminist Judgments Series by Cambridge University Press. Using only the facts and precedents in existence at the time of the original opinion, the contributors to this and other feminist judgments projects around the globe seek to show how application of feminist perspectives could impact, or even change, the holding or reasoning of judicial decisions. Underlying Feminist Judgments: Rewritten Tax Opinions is the belief that the study of taxation …

The Seeds Of Early Childhood, Joanna L. Grossman

Faculty Journal Articles and Book Chapters

The trajectory of childhood is often shaped before childhood even begins. Pre-birth inequalities are not natural or inevitable. Rather, we create and cement policy choices that reduce access to adult healthcare, restrict accessible contraception, impede access to abortion, and deny prenatal care. Together, these choices mean that, in the United States, we maintain very high rates of unwanted pregnancy and increasingly high rates of maternal mortality and morbidity, burdens that fall disproportionately on women of color and women of lower socioeconomic status. Equality demands that we address these disproportionate burdens.

Affirmative Action, David Oppenheimer, Angela Onwuachi-Willig, Nancy Leong

Faculty Scholarship

There are consistent messages to people of color about their proper place in
society, which has always been a really important tool for maintaining and
advancing white supremacy. Referring back to what Professor Haney-Lopez
asserted earlier today, in today’s post-civil rights society, few people would
argue in favor of segregation in racial terms explicitly so. And few people would
assert that Blacks, for example, do not belong in certain places. However,
opponents of affirmative action have begun to articulate a form of these
arguments as an add-on to the mismatch theory. In the minds of these scholars,
affirmative action should …

Big Data And Artificial Intelligence: New Challenges For Workplace Equality, Pauline Kim

Scholarship@WashULaw

This essay contains remarks delivered in a keynote speech at the University of Louisville Brandeis School of Law’s 35th Annual Carl A. Warns and Edwin R. Render Labor and Employment Law Institute. Big data and artificial intelligence are increasingly being used by employers in their human resources processes in ways that control access to employment opportunities. This essay describes some of those developments and explains how practices like targeted online recruitment strategies and the use of hiring algorithms to screen applicants raise a significant risk of discriminating against protected groups such as women and racial minorities. It then considers some …

The Aesthetics Of Disability, Jasmine E. Harris

All Faculty Scholarship

The foundational faith of disability law is the proposition that we can reduce disability discrimination if we can foster interactions between disabled and nondisabled people. This central faith, which is rooted in contact theory, has encouraged integration of people with and without disabilities, with the expectation that contact will reduce preju­dicial atti­tudes and shift societal norms. However, neither the scholarship nor disa­bility law sufficiently accounts for what this Article calls the “aesthetics of disability,” the proposition that our interaction with dis­ability is medi­ated by an affective process that inclines us to like, dislike, be attracted to, or be repulsed by …