Digital Commons Network^™

Can Laws Be Flexible? Rethinking Legislation For Innovation, Nicholson W. Price Ii, Nick K. Schneider, Ariel Dora Stem, Jochen K. Lennerz

Articles

Agile legislation adapts principles from agile software development to lawmaking, emphasizing iteration, multi-stakeholder feedback, and embedded revision. We outline this learning-oriented governance model using three case studies: Germany’s stepwise digital health legislation, the EU AI Act, and U.S. FDA user-fee reauthorization. These examples highlight legislative designs that enable structured generation of real-world data and evidence during implementation, informing regulatory interpretation and iterative refinement in rapidly evolving technological domains.

Writing – Écriture, Peter Goodrich

Articles

This is the twentieth article in this series (and the fifth in volume 77).

Technology Before, During, And After Incarceration: Current Product Landscape, Sociotechnical Concerns, And Legal Considerations In The U.S. Context, Yael Eiger, Taylor Hansen, Teanna Barrett, Jevan Hutson, Bryce Clayton Newell, Franziska Roesner

Articles

Emerging technology, including AI, is proliferating throughout the U.S. carceral system. These technologies are marketed to prisons and police departments and then procured using taxpayer money. Previous investigative reporting has exposed troubling kickback schemes, unconstitutional data collection practices, and biased algorithmic outcomes in a handful of prominent technologies (e.g., Flock, Palantir, Clearview AI, COMPAS). In this work, we consider the broader ecosystem of carceral technologies: we catalog 122 products from 53 companies selling technology to carceral institutions. In a collaboration among computer science, law, and surveillance studies scholars, we surface sociotechnical, ethical, and legal concerns related to the use and …

How Licensing Compromised The Library, Aaron Perzanowski

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Libraries are under attack on multiple fronts. Fueled by right-wing talking points, social-media misinformation, and conspiratorial fantasy, efforts to remove or restrict access to books in public and school libraries have exploded across the United States. At the same time, libraries have confronted a disturbing rise in threats of violence and harassment directed at staff and patrons. State and federal actors have targeted library budgets. And on occasion, local residents have voted to defund their own libraries.

But it gets worse. Libraries face new challenges to their basic operations. Materials are harder than ever to acquire, and many in-demand digital …

Agency Fact-Making, Haiyun Damon-Feng

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Modern administrative-law scholarship, theory, and doctrine generally conceptualize agencies as engaging in three primary functions: rulemaking, enforcement, and adjudication. This understanding of agencies has informed deep debates surrounding the power, independence, and constitutional legitimacy of the administrative state. But the prevailing account is incomplete. It overlooks a fourth core function of the administrative state: its fact-making, or epistemic, function. Across the administrative state, agencies create and disseminate information in ways that are uniquely comprehensive and uniquely powerful. Agencies’ epistemic outputs include the census generated by the Census Bureau, repositories of public-health information maintained by the Centers for Disease Control and …

A Common Pool Of Privacy Problems: Legal And Technical Lessons From A Large-Scale Web-Scraped Machine Learning Dataset, Rachel Hong, Jevan Hutson, William Agnew, Imaad Huda, Tadayoshi Kohno, Jamie Morgenstern

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We investigate the contents of web-scraped data for training AI systems, at sizes where human dataset curators and compilers no longer manually annotate every sample. Building off of prior privacy concerns in machine learning models, we ask: What are the legal privacy implications of web-scraped machine learning datasets? In an empirical study of a popular training dataset, we find significant presence of personally identifiable information despite sanitization efforts. Our audit provides concrete evidence to support the concern that any large-scale web-scraped dataset may contain personal data. We use these findings of a real-world dataset to inform our legal analysis with …

Protecting Cultural Personality, J. Janewa Osei-Tutu

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When companies use cultural symbols or cultural heritage from an indigenous or local community without their knowledge or permission, it can lead to claims of cultural appropriation, particularly in the fashion industry. Yet, the law provides little to no remedy. Trademarks and geographical indications can be used to protect collective cultural identities. However, these intellectual property laws are not helpful if the affected cultural group has not commercialized its identity by offering goods or services to the public. This Article contributes to the literature by theorizing a dignitary-based intellectual property model for protecting cultural identities. It draws on the U.S. …

Teaching A Social Justice Approach To Leadership In Law Schools, Tamar Ezer

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Leadership is critical for social justice. Our law students have the potential to serve as future social justice leaders, building strong organizations and movements to carry out this work. Drawing on both leadership theory and practical examples from clinical legal education, this piece argues for a broad definition of leadership, embracing diversity and encompassing the counter-cultural values of listening and humility. It further proposes a three-dimensional model of social justice leadership, engaging the mind, heart, and spirit, and suggests teaching practices to strengthen each component. The first dimension focuses on cognitive competencies, including substantive mastery of an area of law …

How Ip Ends, Dave Fagundes, Aaron Perzanowski

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Real and personal property may last forever, but intellectual property (IP) ends. Despite the doctrinal complexity and practical significance of the mechanisms that terminate IP rights, scholarship has scarcely focused on them, and none has analyzed these doctrines as a unified field. As a result, the discourse about the ways IP ends remains impoverished, with courts, legislatures, and commentators offering imprecise and inconsistent formulations that obscure the rationales for these doctrines. This Article offers the first comprehensive taxonomy of IP’s terminal mechanisms, providing much-needed conceptual and definitional coherence. It then reveals the underappreciated policy leverage these mechanisms can deliver and …

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

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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 …

Brokering Safety, Chinmayi Sharma, Thomas E. Kadri, Sam Adler

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For victims of abuse, safety means hiding. Not just hiding themselves, but also their contact details, their address, their workplace, their roommates, and any other information that could enable their abuser to target them. Yet today, no number of name changes and relocations can prevent data brokers from sharing a victim's personal information online. Thanks to brokers, abusers can find what they need with a single search, a few clicks, and a few dollars. For many victims, then, the best hope for safety lies in obscurity-that is, making themselves and their information harder to find.

This Article exposes privacy law's …

Reimagining Legal Education: The Transformative Power Of Small-Group Instruction, Michael I. Meyerson

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Legal education is failing its students. Those entering their first year of law school have greater anxiety and less developed reading and writing skills than ever before. The traditional large Socratic class, which was never the most effective teaching method, has become increasingly counterproductive.

This Article contends that small-group instruction provides the opportunity for superior teaching, especially for first-year law students. Recent scholarship in active learning, educational psychology, and students’ mental health demonstrates the limitations of the traditional large Socratic class experience. Building on that theoretical foundation and informed by sustained classroom experience, this Article argues that small-group pedagogy more …

A Legal Transplant Failure In The Ai Age, Xuan-Thao Nguyen

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Thailand positions itself as the new AI-driven innovation hub in the Southeast Asia region as Big Tech companies invest billions in building new data centers to power the AI transformations in all sectors in Thailand. An integral part of Thailand’s new ambition is the legal transplant of personal data protection law from Europe. The transplant, however, is of form, not substance, as this Article illustrates the failure through in-depth analysis of Thailand’s Personal Data Protection Act and provides evidence of rampant violations and noncompliance by the largest ecommerce conglomerate and SMEs. This Article offers suggestions for Thailand to realign its …

Sidewalk Living, Michael C. Pollack

Articles

In City of Grants Pass v. Johnson, the Supreme Court held that the Eighth Amendment does not prohibit a city from enforcing a criminal ban on encampments on public property such as parks and sidewalks. But even if municipalities are now permitted to use tactics such as policing, encampment clearing, arrests, and imprisonment, these are not the right ways to address the problems of public homelessness.

Instead, homelessness must be understood as one of many conflicts over limited public space. At its best, vibrant sidewalk life enhances communities and local economies. But at its worst, every use of these finite …

The Free Exercise Of Religion As A Privilege, Kyron J. Huigens

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In the span of a decade, the Supreme Court has restructured the Free Exercise Clause entirely. It has removed the counterweight of disestablishment; it has sought parity between religion and secularity by means of strict scrutiny analysis turning on a principle of nondiscrimination; and it has opened the way to a general exemption from secular law for the faithful by ceding the question of what counts as an exercise of religion to the faithful themselves. This Article proposes reading the free exercise of religion as a privilege in response to these changes. This privilege stands against secular law in the …

Read But Not Understood? An Empirical Analysis Of Consumer Comprehension In Homeowners Insurance, Daniel Benjamin Schwarcz, Brenda Cude, Kyle D. Logue, German Marquez Alcala

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Modern contract law assumes that consumers meaningfully assent to the standard forms that govern their daily lives. However, this assumption is widely regarded as a legal fiction for two key reasons: first, most consumers do not read standard forms, and second, even those who do often struggle to fully comprehend their terms and implications. Although the lack of consumer reading has been well documented through empirical research, consumers’ ability to comprehend standard-form contracts has received surprisingly little attention.

This Article addresses the latter issue by empirically examining whether providing excerpts from the dominant standard-form homeowners insurance policy improves consumer understanding …

Small Enough To Fail: The 2018 Amendments To The Dodd-Frank Act, Regulatory Stress Tests, And Post-Pandemic Bank Failures, Jacob R. Bourgault, Edward S. Adams

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No abstract provided.

Imperfect Guardians, Amna A. Akbar, Ryan D. Doerfler

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Professor David Strauss attributes the U.S. Supreme Court’s reactionary jurisprudence to a breakdown of elite consensus. He observes that lawyers and judges disagree about the proper “victims” of our political process: Are they Black, Brown, and LGBTQ+ people or, instead, Whites, Christians, and gun owners? Strauss worries the jurisprudential approach that emerged from Carolene Products now allows for judicial intervention on behalf of groups loaded with political power. Even then, he insists on the classic liberal defense of the courts: that courts serve as an important if imperfect check against the majoritarian domination of minorities.

In this Essay, we identify …

Follow The Money: A Historical And Bibliometric Reflection On The Rise Of Law And Economics, 1970-2025, Scott H. Dewey

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From roughly 1970 to 2010, law and economics rose from the margins to a dominant position in American legal academia, accompanied by a dramatic increase in citations to law and economics scholarship. Citation analysis is often treated as a proxy for intellectual merit, but that assumption becomes questionable when ideas are advanced through systematic, well-funded, and sustained promotion aimed at serving specific political and economic interests. This study examines the right-wing funding networks that supported the rise of law and economics and analyzes the resulting bibliometric patterns in legal scholarship. By tracing these financial and citation dynamics, the study argues …

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

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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, 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 …

Space Mining, Richard Painter

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The Trump Administration and U.S. Congress are promoting new ventures to extract valuable minerals from outer space. This Article does not dismiss the idea out of hand, but explores reasons for caution, including practical problems with space mining, its environmental impact, the likelihood that the United States could violate international law, and the risk of armed conflict. These problems are exacerbated by financial conflicts of interest in our government with a handful of billionaires, who have a financial interest in space mining work. The promotion of their agenda could involve wasteful government spending on subsidies for private ventures, with a …

Allocating Electricity, Alexandra Klass, Dave Owen

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The U.S. electricity system is premised on the ideas that utilities have a duty to serve all customers in their service territories and that electricity supply should always meet demand. Until recently, there has been little reason to question these foundational premises. U.S. electricity demand has remained flat for over a decade, and during earlier periods of growth, new energy generation plants were relatively easy to build. Now, however, electricity experts predict massive load growth—most notably from data centers to power artificial intelligence and cryptocurrency—and building new power plants is no longer easy.

Major efforts are underway to increase electricity …

Managing Deportation: How Docket Control Replaced Substantive Relief In Immigration Courts, Linus Chan

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In the modern deportation era, immigration courts saw their ability to grant relief from deportation undergo significant restrictions, constraining individualized discretion in favor of "categorical" denials. Congress dramatically curtailed the discretionary tools available to immigration judges, with the latest being the pair of immigration reforms from 1996, shifting the locus of individualized decision-making away from the courts and toward enforcement officers and prosecutors. Immigration courts lost discretion in being able to decide who could formally be granted status and stay in the United States when facing deportation through various restrictive eligibility requirements written into the law.

This Article argues that …

Insuring Algorithmic Liability: A Response To Artificial Intelligence, Judicial Evolution, And Insurance, Daniel Schwarcz

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No abstract provided.

Legalizing Magic Mushrooms: A Different Set Of Laws For A Different Kind Of Drug, Edward S. Adams

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This Article explores the regulation of the cannabis industry, highlighting its origins, history, and shortcomings. The Article then compares the cannabis and psilocybin industries, arguing against the replication of the cannabis regulatory structure for psilocybin. Instead, this Article will propose tailored regulatory solutions designed to address the unique characteristics of psilocybin and foster a well-regulated, safe, and effective market.

Trophy Assets, Aneil Kovvali

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Rich people like to own things that make them look cool. When the thing in question is a car, house, or boat, the implications are limited. But sometimes very rich people own assets that are more important. Within media, Elon Musk acquired Twitter, Jeff Bezos ac-quired the Washington Post, and Patrick Soon-Shiong acquired the Los Angeles Times. There has also been a craze for aerospace: Musk with Space X, Bezos with Blue Origin, Richard Branson with Virgin Galactic, and going back further, Howard Hughes with Hughes Aircraft Company. It is often difficult to understand the behavior in purely finan-cial terms, …

Democratizing Restitution: Trust As An Equitable Approach To Competing Claims On Cultural Heritage Objects, Britta Redwood

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As formerly colonized states began to win their independence in the mid-twentieth century, a growing chorus of voices called on museums in London, Paris, Berlin, and other European cities to return objects taken during the colonial period. Having largely ignored these requests until recently, museums throughout Europe and the United States have begun negotiating returns of these objects to their rightful owners. There is a growing recognition among Western cultural institutions that continuing to hold cultural heritage objects taken under conditions of coercion or violence is morally untenable. More recently, some scholars have argued for a human rights approach to …

How The U.S. Constitution Shapes International Tax Law: Instrument Choice In Tax Agreements, Noam Noked, Young Ran (Christine) Kim, Reuven S. Avi-Yonah

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The U.S. Constitution’s Treaty Clause, which requires Senate approval by a two-thirds vote for treaties, has significantly influenced the development of international tax law. This Article examines the implications of Senate supermajority requirements on bilateral and multilateral tax treaties and agreements, alternative instruments, relevant international tax standards, and global tax governance.

Historically, tax treaties have been approved exclusively as Article II treaties requiring Senate approval. The difficulty of entering into treaties with the United States has influenced the instrument choice and design of U.S. and international tax standards. To address this challenge, several U.S. and international tax reforms have employed …

Boundaries Of Rules: Social Reactions To Legal Intervention, Francesco Parisi

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This chapter examines what happens at the boundaries of rules: when social practices acquire legal recognition, when legal rules seek to reshape social expectations, and when formal and informal enforcement operate together. The conventional economic model treats the expected formal sanction as the principal source of compliance. Although this model provides a fundamental benchmark, it captures only part of the effects of legal intervention. The taxonomy developed here identifies the different ways in which legal, moral, and social incentives may interact. The kinds of public and private enforcement through which individuals express norms shape the additive, nonadditive, and countervailing effects …

Age, Law, And Political Economy, Alexander Boni-Saenz

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This Article examines the intersection of age, class, and the law. Its central claim is that age is an essential dimension for the analysis of law and political economy. There are two primary reasons why. First, age is embedded in a large body of legal rules that structure the labor market and address vulnerabilities associated with particular life stages. Child labor laws set minimum ages for entry into the workforce, while social welfare laws use age eligibility criteria to shape the material conditions for older adults. Second, age and its sibling concept, generation, indirectly shape economic and political relations by …