Digital Commons Network^™

Curb Their Enthusiasm: Controlling The Discretion Of Creative Prosecutors, Scott Schumacher

Articles

On January 6, 2021, a mob of supporters of then-president Donald Trump stormed the U.S. Capitol Building to disrupt the certification by Congress of the presidential election. Joseph Fischer was a member of that mob, and he was one of the individuals who forced his way into the Capitol Building. He was charged with multiple criminal counts, including obstruction of an official proceeding, in violation of 18 U.S.C. § 1512(c) for allegedly attempting to delay Congress’ election certification. In Fischer v. United States, the United States Supreme Court reversed the obstruction charge, holding that section 1512(c) did not apply to …

Weaponization Of Taxation: Sovereign Tax Immunity As A National Security Tool, Vinita R. Singh

Articles

Amidst calls to reconceptualize taxation as a national security tool, legislators are reexamining how the United States taxes foreign governments. Federal income taxation of foreign governments—what this Article terms “the law of immunity from taxation” or “sovereign tax immunity”—strongly influences whether and how foreign governments pursue investment in the United States. This impact on international business transactions indicates sovereign tax immunity has the potential to be a powerful national security tool. Yet, despite its import, the law of immunity from taxation has been underexplored and undertheorized. This Article steps into this gap in discourse by challenging the way recent legislative …

Criminal Procedure In A Time Of Abolition, Adam Davidson

Articles

No abstract provided.

How Are Ideologies False? A Reconstruction Of The Marxian Concept, Brian Leiter

Articles

No abstract provided.

Gender Equality In World Athletics: Transnational Norm Development By Private International Organizations, Michele Krech

Articles

No abstract provided.

A Natural Law Approach To Parental Rights, Richard Epstein

Articles

No abstract provided.

Judicial Economy In The Age Of Ai, Yonathan A. Arbel

Articles

Individuals do not vindicate the majority of their legal claims because of access to justice barriers. This entrenched state of affairs is now facing a disruption. Lawyers and non-lawyers alike are adopting artificial intelligence (AI) tools to perform legal tasks tools that sharply reduce the costs of generating legal materials. There is finally hope that AI might allow many more to access justice.

Paradoxically, what we gain in access to justice we might lose in the delivery of justice. The problem is not that AI tools are ineffective. Indeed, they are even more effective than most realize affecting every stage …

Keynote: Promoting Disability Equality Behind Bars, Margo Schlanger

Articles

A few years back, I finished a five-year appointment as a “settlement monitor” in a state prison system for a civil rights case about deaf and hard-of hearing people incarcerated there. With the consent of the parties, I had been appointed by a federal court to spend time in the state’s prisons, talking to prisoners and staff, and reviewing records and facilities. I saw some obvious problems. I recall one deaf prisoner; he used American Sign Language to communicate and could not speak at all. He was found to have committed a disciplinary infraction at a proceeding where he could …

Ai And Tribal Court Practice, Matthew L.M. Fletcher

Articles

American Indian tribal court practice resides at the intersection of two difficult legal problems. First, because tribal justice systems are usually very young and dynamic, awareness and analysis of tribal law is underdeveloped. Second, because tribal nations are not governed by state or federal law, tribal law is culturally unique. Tribal court practitioners often find that even routine legal matters will involve questions of first impression in the jurisdiction. All of this is to say tribal court jurisprudence is intensely jurisgenerative.

Because tribal law is often unsettled or indeterminate, the costs of discovering and applying this law are occasionally high. …

Clinicians In The Loop Of Medical Ai, W. Nicholson Price Ii

Articles

As medical AI begins to mature as a health-care tool, the task of governance grows increasingly important. Ensuring that medical AI works, works where it’s used, and works for the patient in the moment is a challenging, multifaceted task. Some of this governance can be centralized—in review by FDA or by national accreditation labs, for instance. Some must be local, performed by the hospital or health system about to use the product in their own, unique environment. But a large amount of governance is left to the individual provider in the room, the human in the loop who presumably knows …

The Irs Approach To Periodic Adjustments: Losing Bet Or Royal Flush?, Jeffery M. Kadet, Reuven S. Avi-Yonah, David G. Chamberlain, Stephen L. Curtis

Articles

In this article, the authors argue that GLAM 2025-001 is consistent with the terms and purposes of the commensurate with income provision, relevant legislative history, and applicable case law and that the IRS approach to commensurate with income enforcement is a valid application of discretion delegated by Congress to the Treasury under Loper Bright.

Consensus And Conflict Over Context: Select Criminal Law And Procedure Cases From The Supreme Court's 2024-25 Term, Eve Brensike Primus, Elena Schultz

Articles

In its 2024-2025 Term, the Supreme Court emphasized the utility—and necessity—of context-based, fact-sensitive analyses throughout its criminal law and procedure cases. Though the Justices sparred over how to derive meaning from factual, structural, legal, and historical contexts, they tended to agree that courts should not be artificially restricted from considering the breadth of the record before them.

Examining State Climate Superfund Legislation, Madison Calhoun, Rachel Rothschild, Jonathan Binder, Elenda Mihaly, Justin Mankin, Ben Lippard, Mary Wood

Articles

There has been an influx of “climate superfund” bills introduced and adopted in state legislatures across the country. Modeled after the federal Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA), these laws are designed to recover costs from large emitters of greenhouse gases (GHGs) to pay for climate adaptation infrastructure. Following CERCLA’s strict liability framework, major polluters in New York and Vermont would be required to pay into state-managed funds in proportion to their shares of total GHG emissions; California, Maryland, Massachusetts, New Jersey, and Oregon have proposed similar bills. On March 19, 2025, the Environmental Law Institute hosted a …

Using Big Data To Dismantle Systemic Barriers: How Tracking Official Misconduct Can Foster Justice And Increase Accountability In The Criminal Legal System, Meagan R. Hurley

Articles

The U.S. criminal legal system is a vast and complex machine, long subject to public and scholarly scrutiny. The U.S. incarcerates more people than any other nation, holding an astonishing 1.9 million individuals behind bars. Of them, approximately eighty percent are indigent, and over sixty percent are racial minorities, despite these groups comprising a relatively small portion of the overall population. In this expansive system, which disproportionately targets minorities and the poor, it is unsurprising that justice is not always served: Human error and bias are nearly guaranteed to occur at some juncture. Experts estimate that about four percent of …

Employment And Identity, Matthew T. Bodie

Articles

Work shapes our identities, and our identities shape our work. The tension between personal identity and work identity drives popular culture, as seen in shows like Severance and The Bear, and it frames our conceptions about who we are and what gives our lives meaning. In many respects the law has assumed a clear separation between work lives and personal lives, divvying up control and responsibility over these realms on that basis. But the divide, never absolute, has blurred considerably through technological change, legal developments, and social expectations, resulting in a more pervasive employer presence in both our workspaces and …

Recent Advances In Examining The Factors Influencing The Efficacy Of Biocides Against Listeria Monocytogenes Biofilms In The Food Industry: A Systematic Review, Michael Arthur, Edmund Larbi Afari, Elena‐Alexandra Alexa, Mei‐Jun Zhu, Michael T. Gaffney, Jesus Maria Frias Celayeta, Catherine M. Burgess

Articles

Controlling Listeria monocytogenes and its associated biofilms in the food industry requires various disinfection techniques, including physical, chemical, and biological treatments. Biocides, owing to their ease of use, cost-effectiveness, dissolvability in water, and efficacy against a wide range of microorganisms, are frequently selected options. Nonetheless, concerns have been raised about their efficacy in controlling L. monocytogenes biofilm, as laboratory-based and commercial studies have reported the persistence of this bacterium after cleaning and disinfection. This review systematically examined scientific studies, sourced from the Web of Science, Scopus, and PubMed databases between January 2010 and May 2024, that investigated the effectiveness of …

Feedback Loops: Challenge & Recovery, Patrick Barry

Articles

About halfway through the course on feedback I teach to law students, I tell them to take out their calendar and look over their recent schedule. How many days in the previous few weeks, I ask them, felt like "challenge days"? I explain that challenge days are days when you have to perform at a high level, whether because a major task requires a lot of your energy and mental bandwidth-studying for a big test, preparing for a tough negotiation, dealing with an unexpected family crisis-or because the time available to handle a lot of minor tasks seems cruelly inadequate. …

Environment Scan Of Generative Ai Infrastructure For Clinical And Translational Science, Hua Xu, Jiang Bian, Chunhua Weng, Yifan Peng, Betina Idnay, Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos, Douglas S. Bell, Cody Bumgardner, Thomas Campion, Mario Castro, James J. Cimino, I. Glenn Cohen, David Dorr, Peter L. Elkin, Jungwei W. Fan, Todd Ferris, David J. Foran, David Hanauer, Mike Hogarth, Kun Huang, Jayashree Kalpathy-Cramer, Manoj Kandpal, Niranjan S. Karnik, Avnish Katoch, Albert M. Lai, Christophe G. Lambert, Lang Li, Christopher Lindsell, Jinze Liu, Zhiyong Lu, Yuan Luo, Peter Mcgarvey, Eneida A. Mendonca, Parsa Mirhaji, Shawn Murphy, John D. Osborne, Ioannis C. Paschalidis, Paul A. Harris, Fred Prior, Nicholas J. Shaheen, Nawar Shara, Ida Sim, Umberto Tachinardi, Lemuel R. Waitman, Rosalind J. Wright, Adrian H. Zai, Kai Zheng, Sandra Soo-Jin Lee, Bradley A. Malin, Karthik Natarajan, Nicholson Price, Rui Zhang, Yiye Zhang

Articles

This study reports a comprehensive environmental scan of the generative AI (GenAI) infrastructure in the national network for clinical and translational science across 36 institutions supported by the CTSA Program led by the National Center for Advancing Translational Sciences (NCATS) of the National Institutes of Health (NIH) at the United States. Key findings indicate a diverse range of institutional strategies, with most organizations in the experimental phase of GenAI deployment. The results underscore the need for a more coordinated approach to GenAI governance, emphasizing collaboration among senior leaders, clinicians, information technology staff, and researchers. Our analysis reveals that 53% of …

Hypnosis And Mindfulness Audio Recordings For Reducing Fatigue In Individuals With Multiple Sclerosis: A Randomized Controlled Study, Mark P. Jensen, Susan Robles, Michael G. Nash, Susanne May, Dwan M. Ehde, Melissa A. Day, Owen Gottlieb, Laurence I. Sugarman, Kevin N. Alschuler

Articles

Background

Fatigue is a common problem in individuals with multiple sclerosis (MS).

Objective

The objective was to evaluate the effects on fatigue of having 4 weeks of

access to audio recordings of therapeutic hypnosis (HYP) and mindfulness meditation

(MM) practices.

Methods

A total of 333 individuals with MS and fatigue were randomly assigned to

one of the three treatment conditions for 28 weeks: (1) access to therapeutic HYP audio

recordings, (2) access to MM audio recordings, or (3) no access to recordings

(treatment as usual or TAU). Fatigue impact (primary outcome) and other outcomes

were assessed at 4, 16, and …

Free Speech And Incorporation: A Reassessment, Ilan Wurman

Articles

Many of the Supreme Court’s most controversial free speech decisions involve state laws. In Gitlow v. New York, the Court assumed that the First Amendment’s guarantee of freedom of speech applied directly against the states via the Fourteenth Amendment, a doctrine today referred to as incorporation. Yet there is reason to doubt incorporation is correct as a matter of the original meaning of the Fourteenth Amendment. Indeed, much of the historical evidence involves debates over the freedom of speech, but none of the historical actors seemed to think the First Amendment applied against the states. This short essay evaluates the …

Inventing Birthright: The Nineteenth-Century Fabrication Of Jus Soli And Jus Sanguinis, Sam Erman, Nathan Perl-Rosenthal

Articles

Formal membership in a state has been an essential political status for well over a century. It is typically gained at birth, either jus soli or jus sanguinis. Jus soli assigns nationality by birth in a nation's territory; jus sanguinis assigns children their parents’ nationality. This article provides an alternative intellectual history of the modern dominance of these principles for attributing nationality. Contrary to prior scholarship, soli and sanguinis were not restatements of existing principles. The soli/sanguinis binary was a nineteenth-century invention. Old-regime European empires attributed membership in the community under one or another single natural law principle. Parentage and …

Labor Law, Ownership, And The Firm, Sanjukta Paul

Articles

In shaping economic coordination within and across both firms and markets, one significant action of law is to allocate privileges or rights between people or groups of people. These include the right to coordinate with other people or groups of people in particular ways regarding core economic decisions-a type of activity that is not always or in all circumstances legally permissible. An area that makes this more general action of law especially concrete is antitrust or competition law, with its collection of "exemptions." Antitrust's formal and informal exemptions quite directly allocate economic coordination rights, for particular kinds of activity, and …

Physicists As Environmental Experts, Rachel Rothschild

Articles

The question of which scientists are qualified to provide expert guidance in legal controversies is a perennial debate among scholars, judges, and lawyers. Scientists who participate in legal disputes can achieve enormous power and influence, not only over the case at hand but over long-term developments in legal doctrine. While these issues arise in many areas of the law, environmental litigation has been a particularly active site of contestations over epistemic authority. Courts have frequently relied on scientists to understand whether the government is justified in regulating pollution and who may be liable for environmental and public health harms.

This …

High Tech Touts, Sherman J. Clark

Articles

This essay has three interrelated aims. First, it articulates a set of capacities I call virtues of attention—capacities for intuitive discernment, good judgment about what is worth sustained focus, and the ability to engage deeply with worthwhile things. These are eudaimonist virtues in that they help us live well, not merely act rightly. Second, the essay explores what I call poisonous persuasion: the idea that rhetorical appeals, especially those used in marketing, may not only succeed by appealing to certain desires or habits of mind but may also deepen and entrench them. Third, I bring these insights together to examine …

Perception Pending: What Do Patents Signal To Consumers?, Alexander Billy, Neel Sukhatme

Articles

Patent law encourages inventors to label their products as “patented,” to mark their legal status and potentially secure monetary damages from infringing competitors. We examine whether such labels might have a separate and direct impact on consumers, by affecting how they view patented products and influencing what they purchase. We develop and conduct two experiments to isolate the impact of patent status on consumer behavior. In an online randomized experiment, we demonstrate how increasing the salience of patent status heightens consumers' beliefs that products are innovative and well made. We also reveal consumers' surprisingly sophisticated understanding of the patenting process …

Do Specialized Medical Llms Demand A Radically New Approach Under The Eu's Medical Device Regulation, Hannah Louise Smith, W. Nicholson Price Ii

Articles

We examine the arguments made by Onitiu and colleagues concerning the need to adopt a “backward-walking logic” to manage the risks arising from the use of Large Language Models (LLMs) adapted for a medical purpose. We examine what lessons can be learned from existing multi-use technologies and applied to specialized LLMs, notwithstanding their novelty, and explore the appropriate respective roles of device providers and regulators within the ecosystem of technological oversight.

Boden Lecture: Taxation Of Autonomous Artificial Intelligence, Reuven S. Avi-Yonah, Lucas Brasil Salama, Herbert Snitz, W. Robert Thomas

Articles

This Article proposes that tax can be a useful supplement to other measures to regulate Autonomous Artificial Intelligence (AAI) and limit its potential harmful effects. This proposal differs from command-and-control regulation of AAI along the lines of European Union legislation that may unduly limit the development of AAI. It also differs from existing proposals to tax AAI to generate revenue to help workers displaced by AAI programs, or to tax the data used by AAI The proposal is based on granting AAI programs like ChatGPT separate legal personhood, like corporate personhood, while incentivizing or requiring their corporate owner to place …

Reckoning With Social Policy In Utility Regulation, Alexandra B. Klass, Gabriel Chan

Articles

State public utility regulation in the energy sector is undergoing a rapid transformation driven by public and private investment in clean energy deployment, the corresponding threat to incumbent fossil fuel interests, and growing demands for energy justice. This transformation will impact many aspects of societal well-being—from energy insecurity in disadvantaged communities to dramatic shifts in energy-sector employment—so it is unsurprising that public utility commissions would engage with social policy concerns. However, for decades, state courts and utility stakeholders have admonished commissions that they are economic regulators and that their jurisdiction does not include social policy. This Article shows that state …

Synthetic Data Generation Of Health And Demographic Surveillance Systems Data: A Case Study In A Low- And Middle-Income Country, Dorcas G. Mwigereri, Nigel T. Kamotho, Akbar K. Waljee, Ryan T. Rego, Eileen M. Weinheimer-Haus, Farhana Alarakhiya, Anthony K. Ngugi, W. Nicholson Price, Ji Zhu, Stephen Peter Wong, Geoffrey H. Siwo

Articles

Objective: To evaluate effectiveness of open-source generative models in producing high-quality tabular synthetic data using a Health and Demographic Surveillance System (HDSS) dataset from rural Kenya, as a proof of concept in a low- and middle-income (LMIC) setting.

Materials and Methods: Three open-source models (CTGAN, TableGAN, and CopulaGAN) were used to generate synthetic data from the Kaloleni/ Rabai HDSS dataset. To assess the quality of the synthetic datasets generated by each model, we performed fidelity, utility, and privacy tests.

Results: CTGAN outperformed the other models, producing synthetic data that closely mirrored the statistical properties of the real dataset while preserving …

The Future Of Ai Regulation In Drug Development: A Comparative Analysis, Gabriela Lenarczyk, Timo Minssen, W. Nicholson Price Ii, Arti Rai

Articles

As artificial intelligence (AI) transforms drug development, regulatory frameworks are evolving to oversee its implementation, particularly at the US Food and Drug Administration (FDA) and the European Medicines Agency (EMA). This paper makes three contributions to understanding emerging regulatory approaches. First, we offer a comparative analysis of how these agencies have responded to AI-driven advances, incorporating new US executive orders and the European Union (EU)’s AI Act. Second, we propose a novel analytical framework to understand regulatory divergence: the FDA’s flexible, dialog-driven model contrasts with the EMA’s structured, risk-tiered approach, reflecting broader institutional and political-economic differences. While the former encourages …