Digital Commons Network^™

Scientific And Technical Expertise After Loper Bright, Sapna Kumar

Articles

Courts once trusted federal agencies for their expertise in administering complex statutory schemes, particularly regarding science and technology. Unlike judges, agency officials can narrowly focus on a specific area of law and have access to experts to inform their decision making. In Chevron U.S.A., Inc. v. Natural Resources Defense Council, the Supreme Court created a presumption that, absent language to the contrary, Congress intends for agencies to interpret statutory ambiguities. Chevron allowed agencies to utilize their varied forms of expertise while ensuring oversight from generalist judges. This court–agency partnership abruptly ended, however, in Loper Bright Enterprises v. Raimondo. The Court …

Regulating Robo-Advisors In An Age Of Generative Artificial Intelligence, Daniel Schwarcz, Tom Baker, Kyle Logue

Articles

New generative artificial intelligence (“AI”) tools can increasingly engage in personalized, sustained, and natural conversations with users. This technology has the capacity to reshape the financial services industry, making customized expert financial advice broadly available to consumers. However, AI’s ability to convincingly mimic human financial advisors also creates significant risks of large-scale financial misconduct. Which of these possibilities becomes reality will depend largely on the legal and regulatory rules governing “robo-advisors” that supply fully automated financial advice to consumers.

This Article consequently critically examines this evolving regulatory landscape, arguing that current U.S. rules fail to adequately limit the risk that …

Liability, Property, And Inalienability Rules In Employee Data Regulation, Matthew T. Bodie

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Legal protections for workers’ data have usually taken the form of privacy protections designed to deter data processing that is excessive or invasive. Such protections generally fall into the category of liability rules, under which rights can be infringed as long as compensation is provided for the violation. As Guido Calabresi and A. Douglas Melamed have described in “Property Rules, Liability Rules, and Inalienability: One View of the Cathedral,” liability rules are contrasted with either property rules that prevent the involuntary transfer of rights or inalienability rules that prohibit rights transfers altogether. This article explores how property rules and inalienability …

In Memoriam: Robert D. Cooter, Francesco Parisi

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The International Review of Law & Economics is publishing these notes in memory and celebration of Robert D. Cooter—its Editor from 1988 to 2004—offering brief reflections on him as teacher, scholar, and exemplar. A giant of law and economics, Robert D. Cooter combined breadth with creative insight: he helped build a systematic economic understanding of torts, contracts, and property, a novel approach to public law and Constitutional design, and opened new frontiers on the interaction between law and social norms and on the expressive power of law. His humanity and scholarly ethos—curiosity, humor, and intellectual honesty—left a lasting mark on …

Collegiate Nil Collectives: Context, Structure, And Future, Matthew T. Bodie, Esdras D. Camacho

Articles

Since its inception, the NCAA has championed the principle of amateurism in college sports-the idea that collegiate athletes may not receive monetary compensation for their athletic performance. In its 2021 decision in National Collegiate Athletic Association v. Alston, however, the Supreme Court found the NCAA had violated antitrust law with its restrictions on certain benefits provided to athletes. With the possibility of much greater liability to follow, the NCAA soon thereafter enacted a radical departure from past practice, enabling athletes to profit from their names, images, and likenesses ("NIL") while maintaining their amateur status. There were important limitations on this …

Annual Survey Of Georgia Law: Legal Ethics, Patrick Longan

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This Survey covers the period from June 1, 2024–May 31, 2025.1 The Article discusses developments with respect to lawyer discipline, bar admission and reinstatement, malpractice, ineffective assistance of counsel, disqualification of counsel, judicial misconduct and recusal, attorney’s fees and liens, contempt and other sanctions, unauthorized practice of law, attorney-client privilege, prosecutorial misconduct, amendments to the Georgia Rules of Professional Conduct, advisory opinions, one miscellaneous matter, and potential reforms to the delivery of legal services.

Harmonizing Delegation And Deference After Loper Bright, Kristin Hickman, Amy J. Wildermuth

Articles

By overturning Chevron, the Supreme Court's Loper Bright decision clearly changed the way in which courts must approach agency actions interpreting statutes. But Loper Bright stopped well short of declaring that courts should always ignore agency interpretations and only interpret statutes using their independent judgment. In two critical paragraphs, the Court acknowledged that some statutory provisions delegate discretionary authority to agencies counseled a more restrained judicial review for reasoned decisionmaking when agencies exercise such power. But, whereas Chevron focused nearly exclusively on the statutory word or phrase that an agency was endeavoring to interpret and implement, Loper Bright shifts …

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 …

Colonial Experiences And Contemporary Laws, Adam Chilton, Yun-Chien Chang, Nuno Garoupa, Mila Versteeg

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No abstract provided.

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

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No abstract provided.

A Natural Law Approach To Parental Rights, Richard Epstein

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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 …

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 …

The Ironically Important Role Of Incidental Take Authorizations In Whale Conservation, Alexander Carbaugh-Rutland, Jessica Owley, Kenneth Broad

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The late 1970s and early '80s saw a regime shift in wildlife protection under the Marine Mammal Protection Act (MMPA) and the Endangered Species Act (ESA). That shift may be impeding the recovery of cetaceans (whales, dolphins, and porpoise species) in ways that are yet underexplored. As enacted, the MMPA and ESA established a conservation framework designed to reduce, to the fullest extent possible, "takes" of protected species. Between 1978 and 1982, a series of amendments to both statutes introduced a complex web of incidental take authorizations designed to ensure Congress' initial push for wildlife conservation would not impede economic …

The Fox Effect? Implications Of Recruiting Corporate Law To Combat Misinformation, Lili Levi

Articles

In 2023, Fox Corporation settled U.S. Dominion’s defamation action over Fox News’ broadcast of false election fraud claims after the 2020 presidential election for the staggering sum of $787.5 million. Now, a shareholder derivative action is pending in Delaware against the company’s board of directors for breach of state corporate law fiduciary oversight duties for their failure to prevent such defamatory programming. Beyond the specifics of the case, this development portends the emergence of a new politico-legal strategy—using corporate governance requirements as a weapon to promote press accountability and combat misinformation in public discourse. The question addressed in this Essay …

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 …

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 …

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

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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 …

Property And Information, Jeanne L. Schroeder, David G. Carlson

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The article proceeds as follows. As the information theory is a reaction to legal realism, Part I explores its antecedents in the work of Wesley Newcomb Hohfeld and Ronald H. Coase. Part II presents the information theory as arising from Professor Smith’s interpretation of the Coase theorem.11 In the imaginary world of TC0, we are supposedly indifferent to organizing by property and organizing by contract. Property eclipses contract as the organon of the economy because property reduces the cost of delineation and processing—of speaking and comprehending. We show that this theory is founded on a misunderstanding of Coase. Part III …

Subordinate Prosecutors’ Independence, Bruce A. Green, Jessica A. Roth

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This essay is about subordinate prosecutors’ independence to do what they think constitutes “seeking justice” when they perceive that their boss, or their boss’s boss, wants them to do something that is unjust—not illegal, but unjust. Of course, if subordinate prosecutors want to do either what they are told to do or what they infer that a higher-up wants them to do, they can do so, as long as the conduct is legal. Subordinate prosecutors might choose to disregard their own professional judgment of what justice requires because they share their boss’s objectives, because they see conforming as a route …

Law, Conflict, And Hybrid Warfare: A Teaching Imperative For A Changing World, Cynthia Alkon, Andrea K. Schneider

Articles

Lawyers increasingly find themselves at the frontlines of the battlefield, just not in the traditional sense. Hybrid warfare is a conflict form that combines traditional military offensive measures with nontraditional methods, including the harnessing of legal systems to achieve strategic goals. Lawyers have always been at the frontline of typical legal risk assessment, thinking about a client's risk of liability or regulation costs generally. Now, lawyers must stand at the ready for a lot more: lawyers must be prepared for cyber-attacks, disinformation campaigns using artificial intelligence, the use of court systems to suppress reporting or shield bad actors, and so …

Coopting Disruption, Mark A. Lemley, Matthew Wansley

Articles

Our economy is dominated by five aging tech giants – Alphabet, Amazon, Apple, Meta, and Microsoft. In the last twenty years, no company has commercialized a new technology in a way that threatens them. Why?

We argue that the tech giants have learned how to coopt disruption. They identify potentially disruptive technologies, use their money to influence the startups developing them, strategically dole out access to the resources the startups need to grow, and seek regulation that makes it harder for the startups to compete. When a threat emerges, they buy it off. And after they acquire a startup, they …

Judicial Economy In The Age Of Ai, Yonathan 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 of the …

Unfairness, Reconstructed, Luke Herrine

Articles

A paradigm shift is afoot at major federal consumer protection agencies. For four decades, a bipartisan bloc of bureaucrats has seen the purpose of consumer protection as promoting informed consumer choice or "consumer sovereignty." The idea was that informed consumers in competitive markets would protect themselves by choosing among sellers. Ensuring access to information would then shore up markets' self-correcting tendencies without requiring moral judgment. In the past few years, by contrast, regulators have prioritized sector-wide regulation, enforcement sweeps, and strategic cases against market leaders. They have justified their actions not ( exclusively) in terms of informed choice or efficiency …

Who Speaks For The State?, Robert Young, Kristina Daugirdas, Diem Ho, Duncan Pickard, Larry D. Johnson

Articles

Who speaks for the state is a critical question in international relations. Statements by government representatives have normative force—capable of binding the state in numerous ways, from norm formation to staking out a litigation position. Governments choose their representatives carefully, and typically vet positions and even statements in advance. Indeed, the stability of international relations hinges on the assumption that state representatives act with governmental authority. The stakes of disputes over who speaks for the state are thus high.

Several such contestations have emerged in recent years, in a variety of international fora. At the United Nations General Assembly, the …

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 …

Tone Coach, Patrick Barry

Articles

Think of how many emails you have sent in the past week, month, and year. Did you always strike the appropriate tone? Did you always use the right words? Did you consistently sound the way you intended? I encourage my law students to use these questions to periodically give themselves some self-feedback. Take a look at your recent (and not-so-recent) correspondences, I tell them. Read your words aloud. Assess whether the voice you hear is the voice you want others to hear.

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 …

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 …

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 …