Digital Commons Network^™

Knowledge Generation And Uncertainty In An Unpredictable Social World, Benjamin David Pyle

Faculty Scholarship

Professor Megan T. Stevenson’s Article, Cause, Effect, and the Structure of the Social World, is an incredibly important, deep, and thought-provoking argument explaining what we can learn about fundamental causal relationships when we observe few interventions with long-lasting, cascading consequences.¹ It is a profound reflection on empirical work in the social sciences.

The Article argues that we have found few, if any, well-identified policy levers that generate outsized, long-term positive impacts for those impacted by the criminal legal system. It offers several explanations for the lack of randomized control trial (“RCT”) evaluations with large, non-mechanical effects, but the …

A Scientific Approach To Tech Accountability, David Choffnes, Woodrow Hartzog, Scott Jordan, Athina Markopoulou, Zubair Shafiq

Faculty Scholarship

The Federal Trade Commission can only do so much to hold tech companies accountable. Enforcement agencies and the people they protect need help. One problem is that the inner workings of large organizations and complex algorithmically driven systems remain obscure and opaque while their privacy representations are voluminous and vague. In this Essay, we propose a scientific approach to tech accountability, where academic researchers can play a larger role in privacy policy. This approach involves surfacing a company’s privacy representations and statements, as well as measuring the actual behavior of their systems with respect to algorithms, user interfaces, and data …

Ambivalent Advocates: Why Elite Universities Compromised The Case For Affirmative Action, Jonathan Feingold

Faculty Scholarship

“The end of affirmative action.” The headline is near. When it arrives, scholars will explain that a controversial set of policies could not withstand unfriendly doctrine and less friendly Justices. This story is not wrong. But it is incomplete. Critically, this account masks an underappreciated source of affirmative action’s enduring instability: elite universities, affirmative action’s formal champions, have always been ambivalent advocates.
/="/">
/="/">Elite universities are uniquely positioned to shape legal and lay opinions about affirmative action. They are formal defendants in affirmative action litigation and objects of public obsession. And yet, schools like Harvard and the University of …

"Attacking" Big Data: Strategic Competition, The Race For Ai, And The International Law Of Cyber Sabotage, Gary P. Corn, Eric Talbot Jensen

Faculty Scholarship

This chapter begins with a discussion of the national security threat that China’s AI development efforts pose, and the importance of big data to those efforts. It then moves to a review of potential cyber-enabled operations, particularly as applied to data, that could impede or thwart China’s AI development. The chapter then proceeds to a review of the international law implications of cyber sabotage, beginning with a discussion of the jus ad bellum and followed by a review of other relevant aspects of the international law of state responsibility such as the rule of prohibited intervention, principles of state sovereignty, …

Acknowledging (Celebrating? Regretting?) Sixty Years Of Subpart F, J. Clifton Clifton Fleming Jr.

Faculty Scholarship

Deferral of home-country tax on the income of foreign subsidiary corporations produces the twin evils of business and investment location distortion and profit shifting. In 1961, the Kennedy administration proposed the almost complete elimination of this type of deferral from the US income tax system. Because of strong opposition lobbying, the result was a political compromise commonly known as Subpart F. This article explains why Subpart F was largely a failure, in spite of its being copied to various degrees by the controlled foreign corporation (CFC) regimes of many developed
countries. The article also explores the extent to which the …

Situating Dobbs, Paula A. Monopoli

Faculty Scholarship

The recent decision in Dobbs v. Jackson Women’s Health has been characterized as an outlier because its effect is to erase a previously recognized constitutional right. This paper situates Dobbs in a broader feminist constitutional history. It asks if this retrenchment is really such a unique turn in American jurisprudence when it comes to protections or “rights” that matter most to women’s lived experience. The paper argues that if one opens the aperture of constitutional history to embrace a more capacious view of rights, those afforded to women have often been eroded or erased by state legislatures, Congress, and courts. …

Private Law And Public Discourse, Aditi Bagchi

Faculty Scholarship

Democracies need institutions that help to build public consensus on fundamental principles of justice. However, the major public institutions associated with this task – electoral institutions, the press, education, and civil society—each face a trade-off between a high degree of governmental control over their agendas, on the one hand, and self-segregation by participants, on the other. This Article identifies private law—the litigation of private claims and their judicial resolution—as an unlikely but ultimately critical site for building consensus on political principles. After laying out what public discourse requires (and what it does not), the Article argues that private law is …

Muted Voices: United States Employees’ Role In Regulating And Protecting Workplace Health, James J. Brudney

Faculty Scholarship

The COVID-19 pandemic has given workplace health a higher profile, perhaps its highest since passage of the Occupational Safety and Health Act of 1970 (OSH Act). Increased visibility and public support are based on national awareness of how frontline essential (FE) workers risked their health and lives to protect fellow Americans and preserve economic stability. That said, the greater attentiveness to workplace health risks, and the heroism of FE workers, has been accompanied by what is at best a limited role for employee voice and participation in improving workplace protections. In a larger context, while unions have been heavily involved …

Patent Term Extensions And The Last Man Standing, Robin Feldman

Faculty Scholarship

In 1984, with the passing of the Hatch-Waxman Act, Congress orchestrated a compromise that permanently changed how drug markets operate. This piece of legislation created an expedited pathway for generics to enter the market, and, in exchange, brand drugs could extend their patents to account for time lost during their market approval process. Although this well-configured trade was supposed to help generics enter the scene quicker, the current drug market landscape makes one question whether this legislation has succeeded in its aims. The following study explores the lifecycle of top-selling brand drugs in comparison to the vision put forth by …

Patent's New Salience, Janet Freilich

Faculty Scholarship

The vast majority of patents do not matter. They are almost never enforced or licensed and, in consequence, are almost always ignored. This is a well-accepted feature of the patent system and has a tremendous impact on patent policy. In particular, while there are many aspects of patent law that are potentially troubling—including grants of unmerited patents, high transaction costs in obtaining necessary patent licenses, and patents’ potential to block innovation and hinder economic growth—these problems may be insignificant in practice because patents are under-enforced and routinely infringed without consequence.

This Article argues that technological developments are greatly increasing the …

Tax Benefits And Fairness In K–12 Education, Linda Sugin

Faculty Scholarship

This Article examines the tax law’s subsidies for inequality and segregation in primary and secondary education, analyzing the federal charitable deduction and education savings plans, and state tax credits for education. It argues that the tax system diverts funds from traditional public education into private education, fostering economic, racial, religious, and political separation. The tax law also operates to increase resource inequality within public education by subsidizing schools that affluent children attend. In a novel analysis, the Article contends that the jurisprudence around the charitable deduction for education—though longstanding—is legally incoherent, and argues that no deduction should ever be allowed …

When Donor Meets Purpose, Atinuke O. Adediran

Faculty Scholarship

This Essay addresses a gap in law and the Restatement of the Law Charitable Nonproít Organizations regarding the relationship between a charitable nonproít’s donors and its purpose. I argue that charitable nonproíts can align their purposes with the personal or professional identities of their donors, and it may be in the best interest of some charities to do so. Charities whose purposes are to address racial or economic inequality should seriously consider aligning their donor identity with their purpose as a way of improving their legitimacy in the communities they serve, and to reach previously untapped sources of funding.

Tragedy Of The Digital Commons, Chinmayi Sharma

Faculty Scholarship

Google, iPhones, the national power grid, surgical operating rooms, baby monitors, surveillance technology, and wastewater management systems all run on open-source software. Open-source software, or software that is free and publicly available, powers our day-to-day lives. As a resource, it defies economic logic; it is built by developers, many of whom are volunteers, who build projects with the altruistic intention of donating them to the digital commons. Developers use it because it saves time and money and promotes innovation. Its benefits have led to its ubiquity and indispensability. Today, over ninety-seven percent of all software uses open source. Without it, …

Social Cognitive Processes Explain Bias In Juror Decisions, Jaime J. Castrellon, Shabnam Hakimi, Jacob M. Parelman, Lun Yin, Jonathan R. Law, Jesse A.G. Skene, David A. Ball, Artemis Malekpour, Donald H. Beskind, Neil Vidmar, John M. Pearson, J. H. Pate Skene, R. Mckell Carter

Faculty Scholarship

Jury decisions are among the most consequential social decisions in which bias plays a notable role. While courts take measures to reduce the influence of non-evidentiary factors, jurors may still incorporate biases into their decisions. One common bias, crime-type bias, is the extent to which the perceived strength of a prosecutor’s case depends on the severity of the crime. Moral judgment, affect and social cognition have been proposed as core processes underlying this and other biases. Behavioral evidence alone has been insufficient to distinguish these explanations. To identify the mechanism underlying crime-type bias, we collected functional magnetic resonance imaging patterns …

Corporate Governance And Risk-Taking: A Statistical Approach, Steven L. Schwarcz

Faculty Scholarship

Because prudent corporate governance often requires managers to take risks based on statistically expected outcomes, corporate failures that have a small but finite chance of occurring cannot always be prevented. This Article makes three related claims about risk-taking in corporate governance.

This Article’s first claim is that managers should not automatically be presumed to be at fault for corporate failures that result from risk-taking decisions based on statistical methodologies that reasonably justify the decisions ex ante. Conceptually, the business judgment rule should protect corporate managers for engaging in a reasonable decision-making process, including one that is statistically based. Jurisdictionally, however, …

Is Disclosure And Certification Of The Use Of Generative Ai Really Necessary?, Maura R. Grossman, Paul W. Grimm, Daniel G. Brown

Faculty Scholarship

No abstract provided.

The Possible Futures Of American Democracy, Jedediah Purdy

Faculty Scholarship

No abstract provided.

“A Map Is Not The Territory”: The Theory And Future Of Sensitive Places Doctrine, Joseph Blocher, Jacob D. Charles, Darrell A. H. Miller

Faculty Scholarship

In the wake of the Supreme Court’s decision in New York State Rifle & Pistol Ass’n v. Bruen, courts are now confronted with new questions about where guns can be restricted and what justifications support those regulations. This Essay urges that the development of the doctrine governing location-based prohibitions should focus as much on the why as the where. Instead of simply isolating each location and considering the historical pedigree of gun restrictions in that place, judges should evaluate the reasons behind the sensitive places doctrine itself. We aim to recenter these first order questions to avoid haphazard doctrinal development …

#Metoo & The Courts: The Impact Of Social Movements On Federal Judicial Decisionmaking, Carol T. Li, Matthew E.K. Hall, Veronica Root Martinez

Faculty Scholarship

In late 2017, the #MeToo movement swept through the United States as individuals from all backgrounds and walks of life revealed their experiences with sexual abuse and sexual harassment. After the #MeToo movement, many scholars, advocates, and policymakers posited that the watershed moment would prompt changes in the ways in which sexual harassment cases were handled. This Article examines the impact the #MeToo movement has had on judicial decisionmaking. Our hypothesis is that the #MeToo movement’s increase in public awareness and political attention to experiences of sexual misconduct should lead to more pro-claimant voting in federal courts at the district …

On The Basis Of Childbirth: How The Federal Clerkship's Lack Of Parental Leave Fosters Gender Inequality, Bailey K. Sanders

Faculty Scholarship

This Essay argues that the lack of paid parental leave for federal law clerks enables pregnancy discrimination, restricts women’s reproductive choice, and perpetuates gender inequality within the legal profession. Protections against pregnancy discrimination are hollow when clerks can be fired—or have clerkship offers rescinded—for requiring maternity leave, and the lack of leave disproportionately impacts female clerks by constraining their ability to pursue career and family simultaneously. The lack of leave also restricts (some) pregnant women’s reproductive choice by forcing them to choose between keeping their position or carrying their pregnancy to term. Such a state of affairs was intolerable in …

Inequitable Distribution Of Plastic Benefits And Burdens On Economies And Public Health, Rachel Karasik, Nancy Lauer, Anne-Elisabeth Baker, Niki E. Lisi, Jason A. Somarelli, William C. Eward, Kathinka Fürst, Meagan M. Dunphy-Daly

Faculty Scholarship

Plastic heterogeneously affects social systems – notably human health and local and global economies. Here we discuss illustrative examples of the benefits and burdens of each stage of the plastic lifecycle (e.g., macroplastic production, consumption, recycling). We find the benefits to communities and stakeholders are principally economic, whereas burdens fall largely on human health. Furthermore, the economic benefits of plastic are rarely applied to alleviate or mitigate the health burdens it creates, amplifying the disconnect between who benefits and who is burdened. In some instances, social enterprises in low-wealth areas collect and recycle waste, creating a market for upcycled goods. …

Finance Against Law: The Case Of China, Shitong Qiao

Faculty Scholarship

Can there be a highly developed financial market without legal protection for investors and creditors? The influential law and finance literature is built on the assumption that legal protection is essential to the development of an impersonal financial market. This Article investigates how two financial markets of trillions of dollars have developed extralegally in the past two decades despite the risk of regulatory enforcement and contract defaults. Specifically, I examine (1) how Chinese internet companies from Sina to Alibaba have designed contracts to circumvent the Chinese government’s ban on foreign capital in its internet industry and (2) how Chinese entities …

Natural Gas And Net Zero: Mutually Exclusive Pathways For The Southeast, Adam D. Orford

Faculty Scholarship

Climate policy increasingly focuses on pathways to achieving net zero greenhouse gas emissions by 2050, providing a clear standard against which to evaluate energy system planning. Examining the current and projected fuel mix of the electric power sector in the southeastern United States shows that an ongoing transition to natural gas for electricity risks locking in decades of greenhouse gas emissions at levels fundamentally incompatible with net zero goals. Furthermore, southeastern regulatory proceedings are not well designed to engage with this reality, although useful regulatory models are emerging. Natural gas will remain an important part of the southeastern fuel mix …

Conflict, Consistency And The Role Of Conventional Morality In Judicial Decision-Making, Aditi Bagchi

Faculty Scholarship

Cardozo defends a pragmatic approach to judicial decision-making. Judges should apply and develop legal rules with an eye toward their social function. “Public policy” at this stage of decision-making theoretically could be rooted in a social scientific exercise or some other direct attempt to come up with the optimal rule.

Cardozo instead directs judges to conventional morality. Conventional morality is an unlikely solution given the specter of inconsistency that it raises. But in the disagreement and conflict about conventional morality that seem to render it unstable lie the resources for self-correction over time. Judicial decision-making is inevitably inconsistent to some …

Masking Vulnerability: Including Ppe As A Covered Service In Health Insurance, Mary Leto Pareja

Faculty Scholarship

The COVID-19 pandemic laid bare the shared vulnerability inherent in the human condition, prompting a collective recognition of our physical susceptibility to infectious diseases. While great strides have been made in combating COVID-19 through vaccinations and treatments, a portion of the population remains profoundly vulnerable due to health conditions that make the disease more dangerous, that limit vaccine efficacy, or that prevent vaccination altogether. This article explores a path forward by proposing a solution within health benefit plans—encompassing both private health insurance and public health benefits. Specifically, the article advocates for a coverage mandate for over-the-counter personal protective equipment (PPE) …

The Need For An Asian American Supreme Court Justice, Vinay Harpalani

Faculty Scholarship

In her insightful Comment on Students for Fair Admissions, Inc. v. President & Fellows of Harvard College and Students for Fair Admissions, Inc. v. University of North Carolina (hereinafter SFFA cases), Dean Angela Onwuachi-Willig critiques Chief Justice Roberts’s majority opinion for its “simplistic understanding of race and racism.” She interrogates the “doxa” — the “unexamined cultural beliefs” that structure the majority’s narrative on racial experiences. Onwuachi- Willig elucidates how Chief Justice Roberts accepts whiteness as a tacit norm and ignores the marginalization of people of color. She contrasts this with the “fuller” history of American racism brought forth by Justices …

Administrative Constitutionalism And The History Of The Administrative State, Reuel E. Schiller

Faculty Scholarship

No abstract provided.

Rewarding Failure With Patents, Robin Feldman

Faculty Scholarship

It is axiomatic that patents promote success. And yet, a contrary notion—that the patent incentive for medicine should be sufficient to compensate for the losses incurred when other research fails—is quietly permeating modern court decisions, commentary, and Congressional discussions, coloring debates relating to pricing and regulation of medicine. The conceptualization is moving forward unchallenged, as if failure compensation follows logically from the innovation incentives built into the patent construct. As this Article demonstrates, however, the notion is antithetical to patent law, putting modern conceptualizations on a collision course with the history and theory of patents reaching back to this nation’s …

Use Of An Invertebrate Animal Model (Aplysia Californica) To Develop Novel Neural Interfaces For Neuromodulation, Junqi Zhuo, Jeffrey P. Gill, Michael W. Jenkins, Hillel J. Chiel

Faculty Scholarship

New tools for monitoring and manipulating neural activity have been developed with steadily improving functionality, specificity, and reliability, which are critical both for mapping neural circuits and treating neurological diseases. This review focuses on the use of an invertebrate animal, the marine mollusk Aplysia californica, in the development of novel neurotechniques. We review the basic physiological properties of Aplysia neurons and discuss the specific aspects that make it advantageous for developing novel neural interfaces: First, Aplysia nerves consist only of unmyelinated axons with various diameters, providing a particularly useful model of the unmyelinated C fibers in vertebrates that are known …

Pum1 Mediates The Posttranscriptional Regulation Of Human Fetal Hemoglobin, Yuncheng Man, Amma Owusu-Ansah, Omar Y. Mian, Umut A. Gurkan, Anton A. Komar, Merlin Nithya Gnanapragasam

Faculty Scholarship

The fetal-to-adult hemoglobin switching at about the time of birth involves a shift in expression from γ-globin to β-globin in erythroid cells. Effective re-expression of fetal γ-globin can ameliorate sickle cell anemia and β-thalassemia. Despite the physiological and clinical relevance of this switch, its posttranscriptional regulation is poorly understood. Here, we identify Pumilo 1 (PUM1), an RNA-binding protein with no previously reported functions in erythropoiesis, as a direct posttranscriptional regulator of β-globin switching. PUM1, whose expression is regulated by the erythroid master transcription factor erythroid Krüppel-like factor (EKLF/KLF1), peaks during erythroid differentiation, binds γ-globin messenger RNA (mRNA), and reduces γ-globin …