Law Commons^™

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 …

Algorithms In Business, Merchant-Consumer Interactions, & Regulation, Tabrez Y. Ebrahim

Faculty Scholarship

The shift towards the use of algorithms in business has transformed merchant–consumer interactions. Products and services are increasingly tailored for consumers through algorithms that collect and analyze vast amounts of data from interconnected devices, digital platforms, and social networks. While traditionally merchants and marketeers have utilized market segmentation, customer demographic profiles, and statistical approaches, the exponential increase in consumer data and computing power enables them to develop and implement algorithmic techniques that change consumer markets and society as a whole. Algorithms enable targeting of consumers more effectively, in real-time, and with high predictive accuracy in pricing and profiling strategies. In …

Artificial Financial Intelligence, William Magnuson

Faculty Scholarship

Recent advances in the field of artificial intelligence have revived long-standing debates about what happens when robots become smarter than humans. Will they destroy us? Will they put us all out of work? Will they lead to a world of techno-savvy haves and techno-ignorant have-nots? These debates have found particular resonance in finance, where computers already play a dominant role. High-frequency traders, quant hedge funds, and robo-advisors all represent, to a greater or lesser degree, real-world instantiations of the impact that artificial intelligence is having on the field. This Article will argue that the primary danger of artificial intelligence in …

Virtual Access: A New Framework For Disability And Human Flourishing In An Online World, John D. Inazu, Johanna Smith

Scholarship@WashULaw

While many commentators have noted the wealth and class disparities that emerge from the digital divide, disability adds another important lens through which to consider questions of access and equity. Online accessibility for disabled people has fallen prey to the same assumptions and impediments that led to the Americans with Disabilities Act (“ADA”) addressing disability access in the offline world. Addressing these shortcomings requires a significant conceptual shift in our understanding of “access,” even among disabled people. Offline, the sidewalk or doorway hindered access to those who needed assistance walking or moving. Today’s virtual sidewalks and doorways complicate access in …

Warrantless Searches Of Electronic Devices At U.S. Borders: Securing The Nation Or Violating Digital Liberty?, Ahad Khilji

Catholic University Journal of Law and Technology

The steady increase of U.S. citizens traveling with smart phones and other electronic devices has been met with the rise of searches and seizures by CBP officers at U.S borders. Although only less than 0.1% of all travelers may actually be subjected to a search while entering the United States, when comparing the statistics between a six month period in 2016 with the same period in 2017, electronic device searches have almost doubled from 8,383 to 14,993. Approximately one million travelers to the U.S. are inspected by the CBP every day. Out of this population, nearly 2,500 electronic devices are …

Paying For Privacy And The Personal Data Economy, Stacy-Ann Elvy

Articles & Chapters

Growing demands for privacy and increases in the quantity and variety of consumer data have engendered various business offerings to allow companies, and in some instances consumers, to capitalize on these developments. One such example is the emerging “personal data economy” (PDE) in which companies, such as Datacoup, purchase data directly from individuals. At the opposite end of the spectrum, the “pay-for-privacy” (PFP) model requires consumers to pay an additional fee to prevent their data from being collected and mined for advertising purposes. This Article conducts a simultaneous in-depth exploration of the impact of burgeoning PDE and PFP models. It …

Network Neutrality And The First Amendment, Andrew Patrick, Eric Scharphorn

Michigan Telecommunications & Technology Law Review

The First Amendment reflects the conviction that the widest possible dissemination of information from diverse and antagonistic sources is essential to public welfare. Like the printing press, the Internet has dramatically transformed the marketplace of ideas by providing unprecedented opportunities for individuals to communicate. Though its growth continues to be phenomenal, broadband service providers— acting as Internet gatekeepers—have developed the ability to discriminate against specific content and applications. First, these gatekeepers intercept and inspect data transferred over public networks, then selectively block or slow it. This practice has the potential to stifle the Internet’s value as a speech platform by …

Promoting Innovation While Preventing Discrimination: Policy Goals For The Scored Society, Danielle K. Citron, Frank Pasquale

Faculty Scholarship

There are several normative theories of jurisprudence supporting our critique of the scored society, which complement the social theory and political economy presented in our 2014 article on that topic in the Washington Law Review. This response to Professor Tal Zarsky clarifies our antidiscrimination argument while showing that is only one of many bases for the critique of scoring practices. The concerns raised by Big Data may exceed the capacity of extant legal doctrines. Addressing the potential injustice may require the hard work of legal reform.

Snopa And The Ppa: Do You Know What It Means For You? If Snopa (Social Networking Online Protection Act) Or Ppa (Password Protection Act) Do Not Pass, The Snooping Could Cause You Trouble, Angela Goodrum

Journal of Public Law and Policy

This article discusses the importance of passing the Social Networking Online Protection Act and the Password Protection Act to afford vital protection against discrimination in hiring and admission decisions. Existing laws fail to adequately provide protection against discrimination after the advent of social media. Furthermore, failure to provide to provide protection via federal laws will create a disparity in the protection afforded individuals across the United States.

Social media has introduced a new world of opportunities for sharing, networking, but it has also created ample opportunities for others to snoop around, discriminate, and base their hiring or admission decisions, in …

Regulating The Internet Of Things: First Steps Toward Managing Discrimination, Privacy, Security, And Consent, Scott R. Peppet

Publications

The consumer "Internet of Things" is suddenly reality, not science fiction. Electronic sensors are now ubiquitous in our smartphones, cars, homes, electric systems, health-care devices, fitness monitors, and workplaces. These connected, sensor-based devices create new types and unprecedented quantities of detailed, high-quality information about our everyday actions, habits, personalities, and preferences. Much of this undoubtedly increases social welfare. For example, insurers can price automobile coverage more accurately by using sensors to measure exactly how you drive (e.g., Progressive 's Snapshot system), which should theoretically lower the overall cost of insurance. But the Internet of Things raises new and difficult questions …

Law And The Open Internet, Adam Candeub, Daniel Mccartney

Federal Communications Law Journal

The FCC has issued a new set of Internet access regulations and policies (namely Preserving the Open Internet Broadband Industry Practices, Report and Order, FCC 10-201, rel. Dec. 23, 2010), which would prohibit broadband service providers like AT&T or Comcast from discriminating against unaffiliated content providers. The FCC's proceedings, and the network neutrality debate, concentrate on two economic questions: (1) whether to broadband service providers can or will steer traffic to affiliated content limiting consumer access, and (2) how to preserve the Internet's capacity for creativity and innovation. Yet despite the prominence of economics in the debate, economic theory cannot …

Digital Discrimination, Danielle Citron

Danielle Keats Citron

Social network sites and blogs have increasingly become breeding grounds for anonymous online groups that attack women and minorities. The attacks include rape threats, privacy invasions, defamation, and technological attacks that silence victims. Victims go offline or assume pseudonyms to prevent future attacks, impoverishing online dialogue and depriving victims of the social and economic opportunities associated with a vibrant online presence. Although social and legal norms have dampened offline discrimination, the internet’s Wild West culture and architecture invites bigots to move their hatred to cyberspace. The Internet facilitates anonymity, loosening social norms that constrain noxious behavior. It brings people together …

Cyber Civil Rights: Looking Forward, Danielle Keats Citron

Danielle Keats Citron

The Cyber Civil Rights conference raised many important questions about the practical and normative value of seeing online harassment as a discrimination problem. In these remarks, I highlight and address two important issues that must be tackled before moving forward with a cyber civil rights agenda. The first concerns the practical—whether we, in fact, have useful antidiscrimination tools at the state and federal level and, if not, how we might conceive of new ones. The second involves the normative—whether we should invoke technological solutions, such as traceability anonymity, as part of a cyber civil rights agenda given their potential risks.

Cyber Civil Rights: Looking Forward, Danielle Keats Citron

Faculty Scholarship

The Cyber Civil Rights conference raised many important questions about the practical and normative value of seeing online harassment as a discrimination problem. In these remarks, I highlight and address two important issues that must be tackled before moving forward with a cyber civil rights agenda. The first concerns the practical—whether we, in fact, have useful antidiscrimination tools at the state and federal level and, if not, how we might conceive of new ones. The second involves the normative—whether we should invoke technological solutions, such as traceability anonymity, as part of a cyber civil rights agenda given their potential risks.

Digital Multi-Media And The Limits Of Privacy Law, Jacqueline D. Lipton

Articles

While digital video and multi-media technologies are becoming increasingly prevalent, existing privacy laws tend to focus on text-based personal records. Individuals have little recourse when concerned about infringements of their privacy interests in audio, video, and multi-media files. Often people are simply unaware that video or audio records have been made. Even if they are aware of the existence of the records, they may be unaware of potential legal remedies, or unable to afford legal recourse. This paper concentrates on the ability of individuals to obtain legal redress for unauthorized use of audio, video and multi-media content that infringes their …

Trustworthiness As A Limitation On Network Neutrality, Aaron J. Burstein, Fred B. Schneider

Federal Communications Law Journal

The policy debate over how to govern access to broadband networks has largely ignored the objective of network trustworthiness-a set of properties (including security, survivability, and safety) that guarantee expected behavior. Instead, the terms of the network access debate have focused on whether imposing a nondiscrimination or "network neutrality" obligation on network providers is justified by the condition of competition among last-mile providers. Rules proposed by scholars and policymakers would allow network providers to deviate from network neutrality to protect network trustworthiness, but none of these proposals has explored the implications of such exceptions for either neutrality or trustworthiness.

This …

Keeping The Internet Neutral?: Tim Wu And Christopher Yoo Debate, Tim Wu, Christopher Yoo

Federal Communications Law Journal

"Net neutrality" has been among the leading issues of telecommunications policy this decade. Is the neutrality of the Internet fundamental to its success, and worth regulating to protect, or simply a technical design subject to improvement? In this debate-form commentary, Tim Wu and Christopher Yoo make clear the connection between net neutrality and broader issues of national telecommunications policy.

Network Neutrality, Broadband Discrimination, Tim Wu

Faculty Scholarship

Communications regulators over the next decade will spend increasing time on conflicts between the private interests of broadband providers and the public's interest in a competitive innovation environment centered on the Internet. As the policy questions this conflict raises are basic to communications policy, they are likely to reappear in many different forms. So far, the first major appearance has come in the "open access" (or "multiple access") debate, over the desirability of allowing vertical integration between Internet Service Providers and cable operators. Proponents of open access see it as a structural remedy to guard against an erosion of the …