Digital Commons Network^™

Prompting As A New Medium: Greenbergian Medium Specificity And The Iterative Unpredictability Of Ai Art, Samantha Shapiro, James Hutson

Faculty Scholarship

This article argues that AI prompting should be understood not as a tool, technique, or accessory to image generation, but as a medium in its own right. Drawing on Clement Greenberg’s theory of medium specificity, it contends that a medium becomes legible through the operations peculiar to itself, namely, the constraints, affordances, and formal procedures that distinguish it from neighboring arts. Existing scholarship has asked whether prompting counts as art, whether prompt engineering constitutes a creative skill, and whether the prompt itself can be aesthetic; however, these accounts often stop short of a sustained theory of prompting as medium. This …

Black Labor Matters, Michael Z. Green

Faculty Scholarship

Black and organized workers increasingly find themselves threatened by two key outside forces: one seeking to stop anti-racism efforts via diversity, equity, and inclusion (DEI) practices and the other curtailing employees’ union organizing. This Article argues that a response must be grounded in uniquely local strategies by two specific worker coalitions. One coalition–the New Black Workers Movement (NBWM)–arose from Black Lives Matter civil rights protests in 2020 that captivated the workplace and heightened awareness about anti-Blackness and concerns of systemic racism. The other coalition–the New Labor Workers Movement (NLWM)–developed in 2020 as a workplace response to a global pandemic that …

Climate Lies And Unjust Profits, Vanessa Casado-Pérez, Yotam Kaplan, Yael Lifshitz, Niv Meyerson

Faculty Scholarship

The climate crisis has reached a perilous tipping point. Our entrenched reliance on fossil fuels remains unchecked, as fossil fuel corporations wield their power to block meaningful reform and entrench their profits. The political horizon offers little relief—an incoming administration is poised to dismantle vital environmental protections, stripping away the few safeguards that stand between us and climate catastrophe.

In this grim landscape, communities across the nation are turning to the courts with renewed urgency, seeking justice and reform through climate litigation. Yet past efforts have fallen short, stymied by two formidable barriers. First, by centering on greenhouse gas emissions …

Plea Bargain Skepticism When Companies Kill People, Peter R. Reilly

Faculty Scholarship

In 2018 and 2019, two Boeing 737 MAX airplanes fell from the sky, killing 346 people—one of the deadliest corporate crimes in U.S. history. Instead of taking the case to trial, the United States Department of Justice (“DOJ”) addressed the matter by using two different alternative dispute resolution vehicles. First, Boeing was given a three-year deferred prosecution agree-ment. That deal was canceled when DOJ determined the company had breached it. Next, Boeing was given a plea bargain. This Article argues that federal courts, which are empowered to approve or reject plea deals, should be skeptical when the government turns to …

Fifty Ways To Leave Your Lover: Using State Constitutions To Escape The Dead Hand Of Article V, Meg Penrose

Faculty Scholarship

Thomas Jefferson believed that “the earth always belongs to the living generation.” His constitutional approach would empower twenty-first century Americans to decide twenty-first century problems regularly determined by the United States Supreme Court. Article V, the formal method for constitutional change, seemingly relegates these decisions to the Supreme Court because amending the federal Constitution is nearly impossible.

Unfortunately, our fixation on federal constitutional law often eclipses the power of state constitutional law. State constitutions balance our relatively static federal Constitution with responsive state governments. There is no need to debate what the Framers thought about modern issues when Americans can …

Reflections On The Use And Misuse Of Economic Analysis In Copyright, Glynn Lunney

Faculty Scholarship

Economic analysis has long been used to justify copyright regulation. Long before the Statute of Anne, the Stationer’s Guild told the story of the copying competitor, who in the absence of regulation, would copy every original book and offer it for less. In the story, the coping competitor would, in the absence of regulation, deprive the original author of an opportunity to recoup their authorship investment, and so lead to a world where no books at all would be published. To ensure sufficient incentives for authorship, some degree of copyright regulation was thought essential. At the same time, in the …

The Unitary Executive And The Federal Reserve, Lev Menand

Faculty Scholarship

The U.S. Supreme Court may soon embrace an interpretation of the U.S. Constitution that would significantly expand the power of the president over federal administrators and invalidate key provisions in dozens of federal statutes. A critical question is whether this interpretation — known as the unitary executive theory (UET) — would also render unconstitutional central bank independence (CBI), an arrangement where a country’s monetary policy is formulated by a semiautonomous body of experts insulated from partisan political pressure. Several justices have suggested that it would not, and a growing scholarly literature has proposed ways for the Court to distinguish the …

Metrics Not Thresholds: How To Regulate Ai And Other Expert Methods For Use In Criminal Investigations And Proceedings, Rebecca Wexler

Faculty Scholarship

Should regulators set performance thresholds for AI tools used in the criminal legal system? This Article draws on U.S. evidence law for guidance. Its answer is ... don’t. Instead of gatekeeping with ex ante performance thresholds, regulators should require or incentivize metrics of reliability that can be clearly communicated to end-user decisionmakers.

Sticky Charters? The Surprisingly Tepid Embrace Of Officer-Protecting Waivers In Delaware, Jens Frankenreiter, Eric L. Talley

Faculty Scholarship

This article examines the response to Delaware’s much-heralded 2022 legal reform that permitted corporations, for the first time, to adopt charter provisions exculpating corporate officers from liability for breaching their fiduciary duty of care. Contrary to widespread predictions that corporate actors would swiftly adopt officer exculpation provisions, our analysis — using both traditional and generative artificial intelligence (AI) methods — reveals a surprisingly low rate of uptake, over three years after the reform’s enactment.

Our study makes both methodological and substantive contributions. Methodologically, we present a novel application of large language models (LLMs) to identify and interpret technical clauses in …

Drug War Repairs Guarantees, Amber Baylor

Faculty Scholarship

Drug legalization, especially cannabis legalization, is a critical step forward in states’ willingness to address systemic disparities, privacy intrusions, violence, and other harms of the drug war. Yet, reforms center on legalization and repair through a narrow lens, focused on changes to the penal code. The public has found that narrow forms of legalization cannot serve their purported reparative purpose. Narrowly drawn legalization is illusory. Drug war harms and punishment for legalized substance use continue. Legalization reforms are vulnerable to political trends, resulting in rollback and retrenchment of drug war operations.

Legalization cannot deliver on its reparative terms without guarantees. …

The Political Transformation Of Corporate America, 2001–2022, Reilly S. Steel

Faculty Scholarship

This article reconciles conflicting views about the political landscape of corporate America with new data on the revealed political preferences of 97,469 corporate directors and executives at 9,005 different U.S. companies. Driven largely by turnover, I find that average observed ideology for directors and executives has shifted meaningfully to the left over time, changing from modestly conservative in 2001 to roughly centrist by 2022. This finding supports a middle-ground position between conventional wisdom casting “big business” as a conservative stronghold and revisionist views holding the opposite. Counterfactual simulations and a difference-in-differences design suggest multifaceted reasons for these changes, and hand-collected …

Maga's Blue State Strategy: How Democrats And University Leaders Helped The Reactionary Right Weaponize Antisemitism Against Higher Education, Jonathan Feingold, Isaac Kamola

Faculty Scholarship

The professors are the enemy. Professors are the enemy. Write that on the blackboard 100 times and never forget it.

—President Richard Nixon, 1972¹

[I]f any of us wants to do the things we want to do[,] . . . we have to honestly and aggressively attack the universities in this country.

—J.D. Vance, 2021²

October 7, 2023 was many things. One of those things was a lucky break for the Heritage Foundation (“Heritage”). For decades, Heritage and its allied think tanks, donors, and officials had labored to discredit and, if possible, take over higher education in the …

How Ai Destroys Institutions, Woodrow Hartzog, Jessica Silbey

Faculty Scholarship

Civic institutions—the rule of law, universities, and a free press—are the backbone of democratic life. They are the mechanisms through which complex societies encourage cooperation and stability, while also adapting to changing circumstances. The real superpower of institutions is their ability to evolve and adapt within a hierarchy of authority and a framework for roles and rules, while maintaining legitimacy for the knowledge produced and the actions taken. Purpose-driven institutions built around transparency, cooperation, and accountability empower individuals to take intellectual risks and challenge the status quo. This happens through the machinations of interpersonal relationships within those institutions, which broaden …

Revocation Reconsidered: Probation Advocacy Through A Litigation Lens, Shira M. Diner

Faculty Scholarship

Being found in violation of probation has dire consequences. The person found in violation can be imprisoned, upending them from their job, family, and community. Unlike incarceration after a criminal trial, a sentence after a violation of probation is not the result of a legal process characterized by robust due process protections. It is also often not the result of a forceful and thorough defense. It is instead the consequence of a hearing where lawyers with the fixed mindset of an inevitable finding of a violation don’t engage in the same preparation that they would if it was a trial. …

Making Students Practice Ready: Standalone Email And Summary Email Simulations, Betsy Byra, Seth Reiner

Faculty Scholarship

Legal research and writing (“LRW”) curricula emphasize the importance of efficient and effective communication, traditionally providing students with the opportunity to hone this skill through two lengthy and formulaic assignments: a predictive memo and a persuasive brief. These prompts miss key opportunities to engage students in the practice of thinking and writing like lawyers outside the confines of this formal structure. This is a problem because email research memoranda have become the primary mode of communication at firms among junior-level lawyers.This shift has largely been driven by client and supervisor demands for greater efficiency and concision, and will likely only …

Antidiscrimination, Not Anti-Dei: The Real Story Of The Supreme Court's Recent Title Vii Precedent, Madeline H. Meth

Faculty Scholarship

For several years, my colleague and I had been litigating employment discrimination cases with facts that shocked our friends and family. For example, we fought Dallas County over a women-work-the-weekend policy that required women detention officers to work weekends while male colleagues took the weekends off. Likewise, we challenged the City of Cleveland when it moved our client, an emergency medical services supervisor, from the day shift to the night shift explicitly because he is Black. Then, in April 2024, in one of our client’s cases, Muldrow v. City of St. Louis, the U.S. Supreme Court unanimously overruled the …

Ultra Vires Review In Administrative Law For Dummies, Jack M. Beermann

Faculty Scholarship

Richard W. Murphy, Ultra Vires Review of Federal Agency Action Made Simple(r), 2025 Utah L. Rev. 1201 (2025).

Non-statutory review, ultra vires review, and Leedom v. Kyne, the leading case on non-statutory review, all have one thing in common—when I come across them, my eyes glaze over, and I pretend it never happened, hoping they will all go away. It’s like an allergic reaction. I’ve avoided talking about them, writing about them, and covering them in my Administrative Law course like the plague. Leave it to Richard (“Chip”) Murphy, famous for his entertaining and informative annual reviews of …

Effects Of Dietary Nitrate And Caffeine On End Power And Work Above End Power During A 3 Min All-Out Test In Trained Male Cyclists, Anthony M. Hagele, Kyle Sunderland, Petey W. Mumford, Chad Kerksick

Faculty Scholarship

Background: The purpose of this study was to examine the effects of acute dietary nitrate (NO3−) and caffeine (CAF) supplementation on end power (EP) and work performed above EP (WEP) in trained male cyclists during a 3 min all-out test (3MT) on a cycle ergometer.

Methods: Fifteen healthy, trained male cyclists (28.5 ± 5.3 years, 79.2 ± 9.1 kg, VO2peak 55.2 ± 5.6 mL·kg−1·min−1) completed four exercise trials in a randomized, double-blind, placebo-controlled, crossover study design separated by 3–7 days. The four experimental conditions were placebo beverage (nitrate-depleted) + placebo capsule, nitrate-rich beetroot juice + placebo capsule (BR), …

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.

Teaching Legal Research Students To Be The "Human In The Loop", Julie Tedjeske Crane

Faculty Scholarship

No abstract provided.

Agenda Control And Precedent, Thomas P. Schmidt

Faculty Scholarship

The U.S. Supreme Court now has vast control over its agenda: It has the power to pick and choose not only what cases it will hear through writs of certiorari, but also what specific legal questions within those cases it will consider. As a result, the Court never revisits a precedent unless it has made a prior, discretionary choice to put the viability of a precedent on its agenda. For that reason, the Court’s powers of agenda control play a significant and underappreciated role in maintaining the continuity of the legal order. Indeed, it is no surprise that the formal …

Thinking Constructively About International Law, Monica Hakimi

Faculty Scholarship

The international order that has defined the post-World War II period is being radically transformed, presenting a once-in-a-generation opportunity to reconstitute its basic foundations. The pressing questions for international lawyers are about the roles their enterprise can and should play going forward. I argue in this Article that most lack the analytic framework they need even to begin tackling these questions. Worse, most seem mired in an old theory about law that corrupts how they approach their enterprise. My goals in the Article are to expose the prevalence of this bad theory and to present the grounds for discarding it, …

Uncomfortably Reminiscent: Odonnell V. Harris County In History And Memory, Kellen R. Funk

Faculty Scholarship

In ODonnell v. Harris County, a federal trial court enjoined the misdemeanor bail system of Houston, Texas, freeing approximately 20,000 indigent defendants annually. To do this, the trial court drew upon Reconstruction era precedents establishing intensive federal oversight of state criminal proceedings. The court explicitly invoked the Civil War and Reconstruction transformation of the federal judiciary, comparing the County’s defenses to slavery era arguments. Conversely, when the en banc Fifth Circuit reviewed a similar order in Dallas, Texas, six years later, it rejected this historical framework, condemning such litigation as an impermissible “ongoing federal audit of state criminal proceedings.” …

False Conflict: Colorblindness And Section 2 Of The Voting Rights Act, W. Kerrel Murray

Faculty Scholarship

If friends and foes of section 2 of the Voting Rights Act of 1965 agree on one thing, it is the irrepressible conflict between section 2’s attention to race and constitutional colorblindness.  They’re wrong.  Rightly understood, section 2’s design is remarkably compatible with colorblind constitutionalism’s letter and spirit.

To show how, this Article first returns to section 2’s origins and the preexisting approach its text codifies.  That approach had an underappreciated ethos:  When intentional discrimination’s effects sufficiently distort a political system, an electoral rule’s results might impugn its unconstitutionality, even if the rule had been adopted without discriminatory purpose.  Drawing …

Generative Artificial Intelligence With A Human Touch: Building Hana, Conrad Johnson

Faculty Scholarship

This Essay examines how generative artificial intelligence (GenAI) can be integrated into legal education and public interest law practice in a way that meaningfully enhances — rather than diminishes — human judgment, professional responsibility, and access to justice. Drawing on the experience of Columbia Law School’s Lawyering in the Digital Age Clinic, the Essay situates GenAI within an experiential pedagogy that emphasizes competence, ethical awareness, and collaborative problem-solving. It argues that law students and lawyers must move beyond a passive or uncritical use of GenAI tools; toward a deeper understanding of how these systems operate, the risks they pose, and …

How To Transform Capitalism Through Law, Katharina Pistor

Faculty Scholarship

This essay is based on the presentation of my book, The Law of Capitalism and How to Transform It, at the University of Miami Law School on October 14, 2025. I am grateful for the opportunity to share a summary of this work in the University of Miami Law Review and to my colleagues Ingo Venzke and Martijn Hesselink, who were kind enough to offer their thoughts on it for this mini symposium.

Nonlinear Bivariate Associations And Mononuclear Cell‐Type‐Specific Expression Level Differences In The Sting Signalling Pathway, David Kaplan

Faculty Scholarship

Understanding intracellular signalling pathways is crucial since they regulate essential functional activities. Bivariate relationships have been useful in delineating these pathways in clinical samples. In our previous studies, we have found many linear associations between pathway components, and we have interpreted these correlations as rheostatic regulators. Increases in an upstream component are correlated with a commensurate downstream increase. Here, we report a quantitative analysis of molecules in the STING pathway by assessing the variance in human peripheral blood mononuclear cell-type-specific molecular expression from patients with atherosclerotic coronary artery disease. The induction of the type I interferon track by this pathway …

Contagious Discrimination: Why Race-Blind Justice In Courtrooms Is Not Enough, Yijia Lu, Murat C. Mungan

Faculty Scholarship

Existing theories of discrimination focus on discrimination at the individual, societal, or organizational level. We highlight the importance of the dynamic relationship between different institutional actors who jointly give rise to discriminatory outcomes. This reveals that discrimination can be contagious: discrimination that would otherwise not occur at one institutional level can arise due to discrimination at another institutional level. Therefore, discrimination by some actors can trickle down and create disparate impacts in processes that would otherwise be free of discrimination. This phenomenon, which we term “contagious discrimination,” can manifest itself in various settings such as employment and commercial trade negotiations. …

Chicana Professionalism: Embracing Greñas, Glitter & Boots, Luz E. Herrera

Faculty Scholarship

The current political moment, where immigrant identity is scapegoated and academic freedom is threatened, requires an affirmation of personal identity, a recognition of personal struggle, and a celebration of resilience. This Essay embraces the ideas that professional identity development is temporal and that the current conceptualization of professionalism requires embarking on a reflection journey that addresses the dissonance between personal conscience and professional duty.   Part I briefly revisits the work of Professor Margaret E. Montoya, one of the first Chicana law professors that describes the formation of her professional identity as a law student. It explores the status of Latinas …