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Antidiscriminatory Algorithms, Stephanie Bornstein
Antidiscriminatory Algorithms, Stephanie Bornstein
UF Law Faculty Publications
Can algorithms be used to advance equality goals in the workplace? A handful of legal scholars have raised concerns that the use of big data at work may lead to protected class discrimination that could fall outside the reach of current antidiscrimination law. Existing scholarship suggests that, because algorithms are “facially neutral,” they pose no problem of unequal treatment. As a result, algorithmic discrimination cannot be challenged using a disparate treatment theory of liability under Title VII of the Civil Rights Act of 1964 (Title VII). Instead, it presents a problem of unequal outcomes, subject to challenge using Title VII’s …
Liberty Vs. Equality: In Defense Of Privileged White Males, Nancy E. Dowd
Liberty Vs. Equality: In Defense Of Privileged White Males, Nancy E. Dowd
UF Law Faculty Publications
In this book review, Professor Dowd reviews Forbidden Grounds: The Case Against Employment Discrimination Laws, by Richard A. Epstein (1992). First, Professor Dowd sets forth the thesis and arguments of Epstein’s book and explores her general criticisms in more detail. Next, she explores Epstein’s core argument pitting liberty against equality from two perspectives: that of the privileged white male and that of minorities and women. Finally, Professor Dowd argues that Epstein’s position cannot be viewed as an argument that most minorities or women would make, as it fails to take account of their stories.