Digital Commons Network^™

Untangling Ai Openness, Parth Nobel, Alan Z. Rozenshtein, Chinmayi Sharma

Faculty Scholarship

The debate over AI openness—whether to make components of an artificial intelligence system available for public inspection and modification—forces policymakers to balance innovation, democratized access, safety and national security. By inviting startups and researchers into the fold, it enables independent oversight and inclusive collaboration. But technology giants can also use it to entrench their own power, while adversaries can use it to shortcut years and billions of dollars in building systems, like China’s Deepseek-R1, that rival our own. How we govern AI openness today will shape the future of AI and America’s role in it.   Policymakers and scholars grasp the …

The Anonymous Officer, Shawn E. Fields

Faculty Scholarship

(Forthcoming 2026) Masked, plainclothes immigration agents in unmarked vans have terrorized communities in Chicago, Los Angeles, Minneapolis, and beyond. The indiscriminate violence committed by federal officers who at times appear indistinguishable from paramilitary units has forced immigrants into hiding and left lawmakers scrambling to address a growing and largely legal anonymity crisis in law enforcement. This Article explores the undertheorized implications of anonymous law enforcement, situating the rise of masked policing within a larger project of democratic retrogression and executive aggrandizement. Anonymity in policing and immigration enforcement frustrates core democratic norms of transparency, accountability, and legitimacy, providing the opacity needed …

Police Reform As System Justification, Shawn E. Fields

Faculty Scholarship

System Justification Theory (SJT) provides a useful lens through which to critique recent police reform efforts. SJT posits that members of society tend to justify and maintain existing social and political systems even when those systems disadvantage them, because the predictability of the status quo provides palliative, epistemic, and existential comfort in what otherwise appears to be an unjust and inequitable societal structure. Contrary to “false consciousness” theories, SJT claims that disadvantaged groups may intentionally rationalize what they know to be an unfair status quo, because doing so reduces social anxiety and threat while providing much desired order and meaning …

Neuroaesthetic Frequency Tuning For Neurodivergent Populations: A Network-Informed Theory Of Music For Emotional Memory And Cognitive Regulation, Piper Hutson, James Hutson

Faculty Scholarship

Neuroaesthetic frequency tuning posits that deliberate selection of musical parameters can modulate large-scale neural systems to support emotional memory retrieval and cognitive regulation in neurodivergent populations. Drawing on contemporary evidence from network neuroscience, cognitive musicology, and affective science, the article synthesizes how rhythmic, harmonic, and lyrical structures align with Default Mode (DM), fronto-parietal control, salience, motor, and limbic systems, and how these alignments can be targeted to balance internally oriented mentation with task engagement. The theory further integrates autonomic and cellular mechanisms, describing how tempo and spectral energy shift arousal and heart rate variability, and how astrocytic ensembles contribute to …

The Eighth Amendment And Prison Staff-To-Sentenced Prisoner Sexual Violence, Matthew Lyskawa

Faculty Scholarship

In this Article, I provide the first comprehensive account of lower federal courts’ Eighth Amendment prison conditions jurisprudence regarding prison staff-to-sentenced prisoner sexual violence. I show that lower federal courts are systematically misunderstanding and misapplying Supreme Court case law in this context. The result is that sexually victimized prisoners must meet extremely burdensome doctrinal standards unique to sexual violence claims. Lower federal courts would faithfully follow Supreme Court precedent if they applied the excessive force standard to sexual assault claims and the conditions of confinement standard to sexual harassment claims. However, a faithful application of Supreme Court case law does …

Havens For Corporate Lawbreaking, William J. Moon

Faculty Scholarship

Whether corporations are obligated to maximize profits or if they ought to consider societal interests more broadly remains one of the most highly contested debates in corporate law. Yet even the fiercest defenders of the firm’s profit motive concede that the corporation’s profit-seeking function cannot justify breaking the law. As a matter of American corporate law, directors and officers are in breach of their fiduciary duties if they facilitate or engage in profit-maximizing illegal activities. Or so we thought.

This Essay reveals a troubling trend of jurisdictions undercutting the legal compliance obligations of directors and officers. The current legal architecture …

Retrenchment, Segregation, And Public Education: A Five-Year Analysis Of State Exclusionary School Discipline Legislation, Thalia Gonzalez, Will Martel

Faculty Scholarship

Notwithstanding the decision in Brown v. Board of Education formally ending educational segregation and more than two decades of state reform, the legislative landscape protecting minoritized children from the structural violence of exclusionary school discipline has dramatically shifted in less than five years. From the passage of state “Teacher’s Bills of Rights” to mandatory expulsions, rescissions of prior protections, and new categories of removal, a retrenchment of anti-inclusion legislation—and its corollary, educational carcerality— has occurred. While studies of other forms of legislative retrenchment in K–12 public schools, such as anti-Critical Race Theory and Don’t Say Gay laws, literacy bans, and …

Do-It-Yourself Reparations, Martha M. Ertman

Faculty Scholarship

The magnitude of harms like white supremacy makes it difficult to precisely identify losses, let alone remedy them. Piecemeal approaches are essential, and private efforts may be the only option when public law and cultural norms deny or perpetuate the harms. This Article addresses one racial harm, the 10:1 racial wealth gap between white and black Americans, in the context of residential segregation over the past century. It contends that the equitable doctrine of restitution enables us to recognize and remedy the unjust enrichment enjoyed by white Baby Boomers caused by private law mechanisms such as racially restrictive covenants, all …

Understanding Child Welfare, Richard P. Barth, Jill Duerr Berrick, Melissa Jonson-Reid, Antonio R. Garcia, Johanna Greeson, John Gyourko, Brett Drake

Faculty Scholarship

This volume provides a foundational overview of the means by which the United States (and, to a more limited extent in coverage, other peer nations) endeavor to protect children from child maltreatment and related harms. Readers will be exposed to the best evidence available on the ways that child welfare and ancillary services operate and the results they achieve. This entails a comprehensive review of recent scholarship on scores of child welfare topics.

Neuro-Advocacy: Harmonizing Persuasion With The Operation Of The Brain, Gary Gildin

Faculty Scholarship

The most significant contemporary advances in effective courtroom advocacy will emerge from what on the surface is an unlikely source: neuroscience. Revolutionary advances in technology for the first time allow us to see how the human brain makes decisions. The findings are wholly inconsistent with how the trial process presupposes the finder of fact will perceive and use information delivered by lawyers and witnesses. Consequently, lawyers seeking to persuade jurors (and judges) must reframe their advocacy to align with what we have learned about how the minds of these decision-makers will receive testimony and argument and use these inputs to …

Cold Comfort: Japan’S “Comfort Women” Litigation Under Transnational Law, Timothy Webster

Faculty Scholarship

Transnational human rights litigation has emerged as a powerful tool to remediate state and corporate abuses. Courts, however, rarely evince the same enthusiasm for these lawsuits as practitioners, scholars, and activists. For the past thirty-five years, “comfort women,” or survivors of wartime sexual exploitation, have used transnational litigation to seek redress from the Japanese government. Yet they have lost nearly all their cases. This Article uses ten “comfort women” lawsuits from Japan to test the limits of transnational human rights litigation. While judges rarely found for the comfort women, their verdicts nonetheless advanced the redress issue by showing the illegality …

Obscurity And The Fallacy Of No Privacy In Public Information, Woodrow Hartzog

Faculty Scholarship

The main thesis of this chapter is that because there are so many different possible interpretations of ‘public information’, the concept cannot be used to justify data practices and surveillance without first articulating a more precise meaning that recognises what is at stake. By disposing of the myth that there is an objective and dispassionate concept of public information, judges and lawmakers can clear the way for information rules based on overt value choices. In short, if the concept of ‘public’ is going to shape people’s social and legal obligations, its meaning and neutrality should not be assumed.

My argument …

Moral Progress In Legal Doctrine, Philip Petrov

Faculty Scholarship

This article integrates the concept of moral progress – here, moral improvement in the thinking and behavior of individuals over time – into the study of legal doctrine. The article first presents a naturalistic account of what moral progress is and describes three of its most historically and analytically important forms: (1) moral circle expansion, (2) moral domain expansion, and (3) increasing sensitivity to proportionality. The article then analyzes three historical developments in U.S. tort law that qualify as instances of moral progress: (1) the partial demise of the “suicide rule” beginning around the 1980s (according to …

The One-Stop-Shop Is One Step In The Right Direction, Olivier Sylvain

Faculty Scholarship

In Brokering Safety, Sharma, Kadri, and Adler urge federal policymakers to impose on data brokers the greater duty of policing and stemming online stalking, harassment, and related abuse; that burden should not fall to victims, they argue. Their proposal would close the unevenness among state laws, shift the burden of oversight away from victims, and, importantly, ensure accountability at a systemic level, addressing gaps in enforcement that allow brokers to evade meaningful consequences. Yet, the one-stop-shop solution that Brokering Safety proposes also accedes to the core neoliberal presumption insofar as it individualizes harm. Online abuse, like dark patterns and …

Law's Shifting Circles, Ela A. Leshem

Faculty Scholarship

This Article undermines two myths in American legal history: first, that the law’s circle of moral concern has steadily expanded; and second, that legal protections have always centered on human persons. As to the first, the law contains multiple, shifting circles of moral concern, expanding along some dimensions and contracting along others. As to the second, U.S. law and the English common law on which it was based have long attributed moral status to nonhuman beings and inanimate objects.

The Article shows that U.S. legislators, judges, and advocates have for centuries treated a wide range of entities as deserving of …

An Empirical Study Of Malingering In Insanity Cases Across Twelve Decades, Deborah W. Denno

Faculty Scholarship

The last 120 years have seen a surge in the use of neuroscientific evidence in American criminal law cases, fueled by discoveries in brain science that have challenged the legal system’s assumptions about human thinking and culpability. One key assumption is that many defendants “malinger,” that is, feign or fake insanity or mental illness, to garner an acquittal or mitigated punishment. Likewise, when potential evidence that a defendant is malingering is introduced in court, it can have a pronounced and powerful negative effect on the defendant’s insanity claim, especially when juries and criminal justice actors are already skeptical of insanity …

The Complex Decision-Making Processes Of Rural Emerging Adults: Counseling Beyond Dualism, Donna M. San Antonio Dr.

Faculty Scholarship

Rural adolescents approach the transition out of high school with individual concerns about making an emotionally or financially expensive “mistake,” family concerns about young people leaving home, and national and local concerns about declining rural economies and out-migration. The literature concerning this topic considers factors that influence youth aspirations in rural areas, such as economic barriers, the way higher education is valued, and perceptions of rural places as lacking in opportunity. However, there has been little study of the myriad interpersonal, emotional, and self-identity inputs that are part of the decision-making processes of rural emerging adults, and little is known …

Spending Programs And The New Roberts Court, Nicole Huberfeld

Faculty Scholarship

The Supreme Court is poised to place new limits on Congress’s spending power at the urging of states vying for regulatory dominance, particularly in health care and public health. This article is the first to highlight and catalog the throughlines of argumentation, which sparked after states successfully challenged the ACA but have grown into opposing more than Medicaid’s cooperative federalism. This means federal and state programs that heavily rely on federal spending power are at risk, so studying this pattern is imperative. The article begins with a descriptive account of increasing spending power challenges, which make use of converging factors …

The Power And Peril Of The Aca's Universality At Fifteen, Nicole Huberfeld

Faculty Scholarship

As part of the symposium "15th Anniversary of the ACA: A Health Equity Review," this essay explores the ACA's mix of private law and public law provisions that rendered measurable improvements in health equity and health outcomes, especially for populations that experienced longstanding health disparities before its enactment.  Congress’s central objective was near-universal health insurance coverage, and the ACA employed a variety of mechanisms to reach that goal. The law’s health equity successes grew from establishing a principle of inclusion across federal statutes. This principle, which I have called “universality,” centered a human right to health approach: No longer would …

Social Science Contributions To The Global Action Plan On Antimicrobial Resistance Management, Mathieu Poirier, Jaskeerat Singh, Isaac Weldon, Clare I. R. Chandler, Daniela Corno, Laura Valtere, Pedro Henrique D Batista, Daniel Carelli, Geneviève Boily-Larouche, Sonia Lewycka, Fiona Emdin, Kathleen Liddell, Timo Minssen, Ilaria Natali, Susan Nayiga, Iruka N. Okeke, Emmanuel Olamijuwon, Kevin Outterson, Julianne Piper, Kayla Strong, Jarnail Singh Thakur, Kednapa Thavorn, Maarten Van Der Heijden, A. M. Viens, Mary Wiktorowicz, Steven J. Hoffman

Faculty Scholarship

Social science research on antimicrobial resistance has gained traction in the last decade, employing a diverse set of theoretical perspectives to better understand topics ranging from antimicrobial stewardship to political coordination.4 As the action plan commitments will be updated in 2026, an opportunity exists to employ a broader social science scope to accelerate national antimicrobial resistance interventions.

In January 2025, the Global strategy lab convened leading antimicrobial resistance social scientists from a variety of disciplines to determine which new ways of understanding antimicrobial resistance could catalyse and incentivize action. Three conceptions stood out as important to revisions of the action …

The Hypocrisy Of Data Governance, Zubair Shafiq, Olivia Figueira, Athina Markopoulou, Woodrow Hartzog, Michael Lavine

Faculty Scholarship

“Data governance” is an empty term, like a Rorschach inkblot just waiting to be filled with meaning. Tech companies take advantage of this ambiguity to craft narratives about their data-governance capabilities to fit their audience and purpose. On one hand, tech companies brag about their data-governance capabilities when it fits their business model (for example, to advertisers) and public image (for example, to their customers). On the other hand, tech companies claim that meaningful data governance is challenging or impossible when accountability is demanded.

In this Article, we argue that tech companies systematically misrepresent or selectively ignore their data-governance capabilities. …

The Anti-Federalism Of Hr1, Nicole Huberfeld

Faculty Scholarship

The budget reconciliation bill signed on July 4, 2025 (“HR1”) weakened the Patient Protection and Affordable Care Act (ACA) and its core goal of near-universal health insurance coverage. To maintain 2017 tax cuts, Congress curtailed the ACA’s Medicaid eligibility expansion; simultaneously, HR1 limited the kinds of options states have been able to exercise within Medicaid while pushing the costs of deep cuts down to states. This essay argues that HR1 embodies an anti-federalism approach, and that anti-federalism is not the same as federalizing health reforms. In the past, Congress sometimes federalized health care or public health reforms to respond to …

Mahmoud V. Taylor: Cause Or Effect Of Disruptions In Public Schools?, Richard B. Katskee, Ira C. Lupu

Faculty Scholarship

Mahmoud v. Taylor represents an extraordinary departure from long-standing constitutional norms about the rights of parents of children in public schools. In Mahmoud, the Supreme Court upheld a Free Exercise Clause claim by parents in Montgomery County, Maryland, who sought to have their children (grades K–5) excused from readings that contain LGBTQ characters and themes. The majority opinion by Justice Alito rests on a highly controversial reading of Wisconsin v. Yoder.

Part I of the paper provides the doctrinal and historical backdrop to Mahmoud, which reflects the acute tension between a once-narrow understanding of Yoder and the post-Obergefell backlash against …

Uncertain Enforcement And Standing To Sue, Ernest A. Young

Faculty Scholarship

Plaintiffs with strong claims that a law is unconstitutional may yet fail to establish standing when the law is rarely enforced. Other statutes, like Texas’s unusual abortion law, may render challenges difficult by delegating enforcement to private parties who are difficult to identify in advance. Both problems arise from the assumption that the law shapes behavior only through sanctions imposed in enforcement proceedings. This view is mistaken, both jurisprudentially and empirically. Worse, it requires courts to ask two unanswerable questions: How likely is enforcement? And how likely does Article III require it to be? It also asks standing doctrine to …

Should Judicial Opinions Be Read Like Statutes?, Margaret H. Lemos

Faculty Scholarship

Should judicial opinions be interpreted with an eye to their purpose, context, or the intent of their authors, or should interpreters focus on the ordinary meaning of the text? Opinions present the same sorts of interpretive puzzles as other legal texts, and yet they have been omitted from the debates over interpretive methodology that dominate the fields of constitutional and statutory interpretation. The omission is no accident: the Supreme Court has stated repeatedly—and with increasing frequency in recent years—that judicial opinions are not to be read like statutes. Yet neither courts nor commentators have explained why the principles that ground …

Sacred Or Sham? Strengthening Judicial Review Of Religious Sincerity Under The Free Exercise Clause Article Title, Montana Martinez

Faculty Scholarship

While the Court has expanded the scope of Free Exercise protections, it has conspicuously failed to articulate how courts should separate sincere religious claims from fraudulent ones. The result is a doctrinal void: any claimant can recast political or philosophical objections as "religious" and demand constitutional protection. The risk is that the Free Exercise Clause, if stripped of any sincerity filter, will collapse into a generalized right to exemption from law. This Article argues that courts can assess religious sincerity without evaluating the truth or validity of the religious belief, and it proposes a framework grounded in the constitutional text, …

Kim Gyeong-Seok And The Origins Of Northeast Asia’S Corporate Accountability Movement For War And Colonialism, Timothy Webster

Faculty Scholarship

Campaigns to review Japan’s wartime legacy and legal liability have recurred throughout postwar Japan. While most of these efforts have targeted the Japanese government, an important subset of actors has also focused on the role of Japanese corporations. And perhaps no one played a larger role in directing attention towards Japan, Inc. than Kim Gyeong-seok, a Korean forced laborer in the 1940s turned redress activist in the 1990s. As described in this Article, Kim’s 1991 lawsuit against Nihon Kokan launched the corporate accountability piece of the reparations project, an endeavor that continues to create ripples even now. The Article briefly …

Pharmaceutical Mergers: Do We Have The Right Cure?, Robin Feldman, Gideon Schor, Yaniv Konchitchki, Tanziuzzaman Sakib

Faculty Scholarship

Few federal agencies wield tools more powerful than the Federal Trade Commission’s authority to review—and deny—proposed mergers between companies. This authority is powerful for a reason: Large mergers can be uniquely harmful to the United States economy, potentially reducing competition, undercutting consumer choice, and inflating prices.

The pharmaceutical industry is particularly sensitive to merger harms, given the limited number of competitors and the inelasticity of demand for prescription drugs. As a result, when pharmaceutical companies seek to merge, the FTC often requires that one of the companies divest ownership of certain drugs not yet on the market—so-called “pipeline” drugs––to a …

Prevention Beyond Deterrence, Benjamin A. Barsky

Faculty Scholarship

This Article reconceptualizes preventive justice—the public safety paradigm that seeks to prevent harm before it occurs. Scholars have long documented how cities have advanced this paradigm through largely punitive measures, notably variants of broken windows policing, which posit that aggressive misdemeanor enforcement deters more serious crime. Yet in the aftermath of the 2020 George Floyd protests, and as underscored recently in City of Grants Pass v. Johnson, these measures have faced a legitimacy crisis—prompting calls for nonpunitive responses to nonviolent incidents.

This Article establishes a preventive justice approach that advances health and safety without emphasizing crime deterrence. It draws on …

Are There Ecological Consequences Of Urban Adaptation? A Test Of Eco-Evolutionary Dynamics In A Terrestrial Isopod (Oniscus Asellus), Aaron Yilmaz, Grace Bellino, Ryan A. Martin

Faculty Scholarship

Urbanization affects many aspects of the environment with the potential to alter both ecological and evolutionary processes. However, while examples of urban evolution are accumulating, tests of urban eco-evolutionary dynamics are rare. We carried out a reciprocal transplantation experiment using the terrestrial isopod Oniscus asellus to test how adaptation to the urban heat island influenced ecological processes. As isopods are important decomposers, we asked if leaf-litter decomposition differed among reciprocal transplant treatments and used a separate laboratory experiment to isolate the effects of temperature on rates of isopod leaf consumption. We found that leaf-litter decomposition was greater in urban habitats, …