Law Commons^™

Discrimination On Wheels: How Big Data Uses License Plate Surveillance To Put The Brakes On Disadvantaged Drivers, Nicole Mcconlogue

Faculty Scholarship

As scholarly discourse increasingly raises concerns about the negative societal effects of “fintech,” “dirty data,” and “technochauvinism,” a growing technology provides an instructive illustration of all three of these problems. Surveillance software companies are using automated license plate reader (ALPR) technology to develop predictive analytical tools. In turn, software companies market those tools to auto financers and insurers as a risk assessment input to evaluate consumers seeking to buy a car. Proponents of this technology might argue that more in-formation about consumer travel habits will result in more accurate and individualized risk predictions, potentially increasing vehicle ownership among marginalized groups. …

The Intersection Of The Rule In Yerkey V Jones And Contemporary Anti-Discrimination Law In Australia – Can The ‘Special Wives’ Equity Survive?, Kenneth Yin, Mostafa M. Naser

Research outputs 2022 to 2026

The High Court in Yerkey v Jones considered the enforceability of a guarantee provided by a married woman to secure her husband’s debts. Dixon J said that although the relationship of husband and wife did not give rise to a presumption of undue influence, the law had never been divested completely of ‘the equitable presumption of an invalidating tendency’. Dixon J’s formulation was essentially adopted by the majority justices in Garcia v National Australia Bank and their judgment thus represents the definitive endorsement of Dixon J’s view. Kirby
J on the other hand rejected ‘the stereotype underlying Yerkey’, which he …

Race-Aware Algorithms: Fairness, Nondiscrimination And Affirmative Action, Pauline T. Kim

Scholarship@WashULaw

The growing use of predictive algorithms is increasing concerns that they may discriminate, but mitigating or removing bias requires designers to be aware of protected characteristics and take them into account. If they do so, however, will those efforts be considered a form of discrimination? Put concretely, if model-builders take race into account to prevent racial bias against Black people, have they then engaged in discrimination against white people? Some scholars assume so and seek to justify those practices under existing affirmative action doctrine. By invoking the Court’s affirmative action jurisprudence, however, they implicitly assume that these practices entail discrimination …

Filing While Black: The Casual Racism Of The Tax Law, Steven Dean

Faculty Scholarship

The tax law's race-blind approach produces bad tax policy.' This Essay uses three very different examples to show how failing to openly and honestly address race generates bias, and how devastating the results can be.² Ignoring race does not solve problems; it creates them. ProPublica has shown, for example, that because of the perils of filing income taxes while Black, the five most heavily audited counties in the United States are Black and poor.

The racial bias long tolerated-and sometimes exploited-by tax scholars and policymakers affects all aspects of the tax law. In 1986, Sam Gilliam was denied tax …