Digital Commons Network^™

Generative Adversarial Discrimination, Josh Fairfield

Washington and Lee Journal of Civil Rights and Social Justice

Anti-discrimination law assumes that discrimination can be detected and rectified, that the evidentiary burden of the plaintiff can in fact be met. But the evolutionary logic of AI training causes it to target vulnerable groups, lie about reasoning, and above all resist detection. Because of hidden core prompts in generative AI systems, and how those prompts interact with the nature of AI training and deployment, AI will often actively hide discrimination rather than surface and address it. Stopping this will be difficult. At present, neither humans or AI can detect this emergent dark-pattern behavior. Without legal intervention, the broad use …

Before The Last Breath: How Alabama’S Nitrogen Execution Adoption Created A Procedural Crisis On Death Row, Caroline E. Penfield

Washington and Lee Journal of Civil Rights and Social Justice

In 2024 and 2025, Alabama executed eleven people. During this time and in the years leading up to it, the State botched multiple lethal injections. Seeking an ostensibly constitutional way to continue carrying out executions, Alabama introduced death by nitrogen gas suffocation. The problems with lethal injection are not unique to Alabama, but Alabama was the first to adopt and use the novel nitrogen gas method, despite concerns from medical professionals, the public, and inmates themselves. Alabama put little to no protocol in place for inmates to exercise their statutory right to elect this method, leading to confusion and harm. …

Salmonella In Poultry: Tackling An Age-Old Issue In An Evolving Era Of Agency Scrutiny, Samantha Girschick

Georgia State University Law Review

The Supreme Court’s decision in Loper Bright Enterprises v. Raimondo marks the end of Chevron deference and fundamentally reshapes the administrative law landscape. In its wake, agencies must now defend regulatory action without the benefit of the judiciary’s longstanding presumption in favor of that agency’s statutory interpretations. Against this backdrop, the Food Safety and Inspection Service (FSIS) attempted to classify certain strains and quantities of Salmonella as adulterants under the Poultry Products Inspection Act (PPIA)—an interpretation that marked a sharp departure from decades of prior agency position. Although the proposed rule was withdrawn before finalization by the Trump Administration, unresolved …

Securing Safe Transitions: A Policy Argument For Sb 434’S Strengthened Eviction Safeguards, Eric Brown

University of the Pacific Law Review

No abstract provided.

Reconsidering Life Without Parole: How Sb 672 Reshapes Extreme Sentencing For Youth Offenders, Karina Cardenas

University of the Pacific Law Review

No abstract provided.

Arbitration Vs. Consumer Rights: How Sb 82 Further Diminishes Public Trust And Understanding Of The Arbitration Process, Peter Liu

University of the Pacific Law Review

No abstract provided.

Ab 446: Why The Answer To “How Much?” Should Never Be “It Depends.”, Dalton Mabery

University of the Pacific Law Review

No abstract provided.

Neither Here Nor There: The Small Business Creditor’S Discharge Nightmare Under Subchapter V, Kathleen Zimmerman

Missouri Law Review

A courtroom victory feels sweet, with damages finally awarded after long, exhausting litigation—until small business bankruptcy bounces the check. In 2015, a father and son duo began their small business in rural Wisconsin. They had started their company by selling drinking glasses made fully in the USA, crafted by hand in the family workshop. Years later, a competing company began selling imitations imported from China and falsely marketed as American-made. The knockoff products undercut the duo’s market, placing the family business in distress. The father-son team sued and were able to secure a verdict in their favor for willful and …

Artificial Intelligence In The Insurance Industry And Bad Faith Risk, Mary E. Borja, Edward J. Currie Jr., Lorelie Masters

Connecticut Insurance Law Journal

No abstract provided.

An Ethics Conundrum: What Am I? Coverage Counsel Or Claim Investigator Or Both?, Neil B. Posner

Connecticut Insurance Law Journal

No abstract provided.

The Hidden Power Of Citizenship: Political Identity In The Twilight Zone Of Equal Protection, Charles J. Anderson

Indiana Law Journal

More than half a century ago, in the landmark case of Graham v. Richardson, the Supreme Court held that the Equal Protection Clause of the Fourteenth Amendment prohibits state-level blanket exclusions of noncitizens. That case ushered in a new rule: State classifications based on alienage are “inherently suspect” and subject to strict scrutiny. But Graham’s rule has a major exception. Just a few years after Graham was decided, the Court upheld several state laws excluding noncitizens from working as police officers, public school teachers, and probation officers. So was created what would later be termed “political function” doctrine. …

Rethinking Objectivity: The Problem Of Pretext In The Fourth Amendment, Monu S. Bedi

Indiana Law Journal

Pretextual encounters continue to erode the legitimacy of the Supreme Court’s Fourth Amendment jurisprudence. Simply put, a police officer can act on personal bias or animus as long as the search or seizure is deemed “objectively reasonable.” Numerous scholars (e.g., Bennett Capers, Gabriel Chin, and David Harris) have critiqued this objective standard, contending it perpetuates discriminatory practices, particularly against communities of color. The late Justice Ruth Bader Ginsburg herself suggested that the Court might need to reconsider the legal precedent she helped establish. More recently, Orin Kerr has also argued that the Court’s reliance on objective determinations is inconsistent with …

The Addison C. Harris Lecture: Intellectual Diversity Mandates And The Freedom To Teach, Keith E. Whittington

Indiana Law Journal

This Essay provides the first examination of the Indiana Senate Bill 202, which was adopted into law in the spring of 2024. The new law imposes an “intellectual diversity” mandate on public university classroom teaching in the state. The law is novel in its approach but is part of a larger movement to intercede in what is taught in university classrooms. The intellectual diversity mandate raises difficult and unexamined conceptual, normative, and practical problems that will now demand attention from university officials in Indiana and that might soon confront university administrators in other states across the country if the Indiana …

Encampments And Property Law, Terry Skolnik

Indiana Law Journal

Although encampments have become increasingly common, they remain under-theorized, especially in the field of property law. Homeless encampments are ubiquitous in many cities. Social movements—such as Occupy Wall Street, the Freedom Convoy Movement, and college campus protests related to the war in Gaza—involve encampments that aim to catalyze social change. Yet surprisingly, legal scholars have devoted relatively little attention to encampments. This is a major oversight. Encampments matter for a range of moral, philosophical, and legal reasons that are hiding in plain sight and generate important theoretical and practical consequences that require deeper scrutiny.

This Article aims to fill this …

Systemically Valuable Transaction Costs, Mitchell C. Johnston

Indiana Law Journal

Ronald Coase’s famous theorem tells us that in a world without transaction costs, legal entitlements would be distributed efficiently. It is often treated as a corollary of the Coase Theorem that reductions in transaction costs generate increases in welfare as barriers to efficiency-increasing transactions fall. To be sure, not all voluntary transactions are efficiency increasing (for example, some transactions create negative externalities). In such cases, scholars have noted that transaction costs may inhibit socially inefficient transactions. But the situation is more complex. Drawing on ideas from systems theory, this Article advances a more complete theory of when transaction costs support …

People's Upr Written Record: Compiled By The International Human Rights Clinic At The University Of Illinois Chicago School Of Law And The Human Rights At Home Litigation Clinic At The Saint Louis University School Of Law, Sarah Dávila A., Lauren E. Bartlett

Faculty White Papers

This written record compiles the lived experiences of directly impacted persons. Directly impacted persons include people who have personally faced the conditions, policies, or practices documented in this written record in the United States and who have chosen to share their testimonies. The testimonies in this written record include those provided in-person, via video recording, which have been transcribed, or in writing. Testimonies are presented anonymously with ▊ sign as names and identifiable information has been redacted. Their accounts provide first-hand evidence of how these human rights issues operate in practice, offering essential context and depth that cannot be captured …

The Offshore Origins Of Regulatory Arbitrage, Ian J. Murray

William & Mary Business Law Review

Especially since the 2007–08 financial crisis, commentators have seized on the term “regulatory arbitrage” to describe a sprawling range of strategic compliance behavior spanning diverse sectors of the contemporary economy. Despite the term’s prevalence, there is scant agreement on the scope of activities it describes. To some, it has become a catch-all for legal avoidance from time immemorial. Such an expansive understanding obscures the context that led the term to acquire salience and fosters a fatalist view that all regulation is futile. Resisting this trend, this Article answers calls to situate regulatory arbitrage in a richer socio-historical context. Tracing the …

The Hidden Tax Game, Doron Narotzki

William & Mary Business Law Review

Taxation is not just a legal duty; it is a game, and the best players always win. While governments rely on laws and penalties to enforce compliance, corporations, high-net-worth individuals, and elite tax strategists exploit loopholes, turning complexity into opportunity. This Article argues that tax avoidance is not a flaw in the system, but an expected outcome. Modern tax law does not just permit avoidance; it actively encourages it. The more intricate the rules, the more valuable it becomes to manipulate them.

Using game theory as an analytical lens, this Article reframes taxation as a high-stakes competition, where strategic players …

Consensus Ad Artificialis: Contract Theory Meets The Genai Mind, Katie Szilagyi, Marina Pavlovic´

Canadian Journal of Law and Technology

The advent of generative AI (GenAI) has generated shockwaves across industries. Many established professions are grappling with how GenAI’s functionality transforms their daily activities, staying power, and raison d’eˆtre. GenAI’s newfound facility with words and language has rapidly encroached upon the purview of lawyers, whose trade has long been expertise with words. While some worry about lawyers’ place in a GenAI-oriented future economy, others are optimistic about the transformative potential GenAI offers as a tool to the practicing lawyer. Legal service providers have been quick to adopt GenAI tools in the name of efficiency, harnessing its generative power for tasks …

"Under The Fig-Tree": Anti-Federalist Conceptions Of American National Identity, Clara Kernodle

Tenor of Our Times

The constitutional convention of 1787 gave America some of her most energetic and exciting few months in American history. The Federalists proposed the Constitution as a replacement for existing government, opposed by Anti-Federalists on principled grounds. Thus ensued a mountain of political writing and propaganda that historians still study today. The Anti-Federalists lost the debate, and then were lost to history. Few Americans have even heard of the Anti-Federalists and even fewer scholars study their writings. But reading and evaluating Anti-Federalist writing is an important part of studying the Founding era and Constitutional debates. The Anti-Federalists, as much as their …

United States Response To Questionnaire: Alai Congress 2026 - Copyright And Free Expression In The Age Of Algorithms, Philippa Loengard

Kernochan Center for Law, Media, and the Arts

ALAI-USA is the U.S. branch of ALAI (Association Littèraire et Artistique Internationale). ALAI-USA was started in the 1980's by the late Professor Melville B. Nimmer, and was later expanded by Professor John M. Kernochan.

Digital Graveyards: Addressing Video Game Obsolescence Through A Preserved Games Mandate, Matthew Winget

North Carolina Journal of Law & Technology

No abstract provided.

Bad Bets: Examining The Legality Of Sports-Related Prediction Markets, Jalen Saunders

North Carolina Journal of Law & Technology

No abstract provided.

Don't Go Near The Water: How Pfas Regulation In North Carolina Is Falling Drastically Short, And How Technology Can Bridge The Gap, Madison Kate Williams

North Carolina Journal of Law & Technology

No abstract provided.

Reconciling Jarkesy And Silver Moss: Rethinking Civil Tax Fraud Penalties In The Administrative State, Mary H. Kwon

North Carolina Law Review

No abstract provided.

Algorithmic Armor: Rethinking Section 230'S Protection Of Platform Design, Amelia Christian Walker

North Carolina Law Review

No abstract provided.

Occasional Originalism: How The Supreme Court Of North Carolina Discarded Centuries-Old Constitutional Law In State V. Singleton, William J. Etringer

North Carolina Law Review

No abstract provided.

Interior Optimal Imprisonment Under Diminishing Marginal Disutility, Tim Friehe, Murat C. Mungan

Faculty Scholarship

This note revisits the important question of how fines and imprisonment should be optimally employed. In D’Antoni et al. (2022), a monotone hazard rate condition implies a corner solution for imprisonment in the observable-wealth benchmark when imprisonment disutility is linear. We show that this result is not robust to offenders facing diminishing marginal disutility of imprisonment. The optimal prison term is interior as long as the marginal disutility associated with large imprisonment terms are low and the harms from the offense are large enough to warrant imprisonment. The sentence length thus becomes a genuine policy margin rather than a boundary …

Childhood, Likelihood, And Probative Value: A Further Call For Greater Probity And Less Childism In Evidence Law, Mae C. Quinn

Faculty Scholarship

No abstract provided.

How Ip Ends, Dave Fagundes, Aaron Perzanowski

Articles

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 …