Digital Commons Network^™

"How Do I Design My Law Course?": A Quick Guide For New Professors, Steven Arrigg Koh

Faculty Scholarship

How do professors start teaching law? This question is a particular challenge for new law professors, who often lack resources for course design. Written from the perspective of a recently tenured law professor, this Essay offers four major categories of decisions: semester structure, classroom, final exam, and “professorial personality.” It argues that, for each decision, reasonable minds can differ. This Essay also provides some personal reflections on the decision-making to illustrate how one professor might weigh various considerations in course design. A final Appendix is a checklist for new professors.

Generative Ai In Art And Design Education: Keeping The Human In The Creative Loop, James Hutson, Daniel Suarez

Faculty Scholarship

Research on generative artificial intelligence in education reveals a persistent divergence between successful assisted performance and the development of independent knowledge, creative judgment, and transferable skill. Studies of art and design additionally identify opportunities for iterative exploration alongside concerns about visual fixation, uncertain authorship, and dependence on generated alternatives. These findings create an instructional problem: educators need to determine which creative decisions should remain with learners, which operations can receive bounded assistance, and which activities can be delegated without bypassing the intended learning. Existing scholarship addresses these questions through research on scaffolding, human-AI collaboration, assessment, and psychological ownership, but these …

Ai Slop, Jessica Silbey, Woodrow Hartzog

Faculty Scholarship

The term “AI slop” has become popular to describe the output of generative AI systems seen as voluminous, low quality, or the result of little effort. When AI-generated music and videos flood platforms, they are called slop. Peer-reviewed journals and legal tribunals are drowning in low-quality and low-reliability AI slop submissions.  Employees are seen to be producing mountains of slop in their reports and communications with each other. The term has inertia and heft, and the phenomenon has significant consequences. Most of them are not good.

But the boundaries of “AI slop” and its usefulness in policy discussions are not …

Lessons Learned For The Independent Panel For Evidence For Action Against Amr From Previous International Science Panels: Stakeholder Views From The 2025 Lagos Workshop, Iruka N. Okeke, Anthony Mcdonnell, Ayodele A. Akinyele, Javier Guzman, Kevin Outterson

Faculty Scholarship

In September, 2024, the UN General Assembly assigned the Quadripartite Joint Secretariat on Antimicrobial Resistance (AMR) the task of establishing an Independent Panel for Evidence for Action against AMR (IPEA). To promote stakeholder views and input around the constitution and functioning of this Panel, which could feed into the Quadripartite Joint Secretariat’s consultation process, we independently commissioned seven papers to examine the lessons that could be learned from other high-level scientific panels. We then convened 85 stakeholders, primed with the background papers. The Workshop, held in Lagos, Nigeria in April, 2025, drew representation from around the world, particularly low-income or …

Five Urban Futures For A Hot Planet: U.S. Legal Scenarios, Michael B. Gerrard

Faculty Scholarship

If current climate change trends continue, flooding, extreme heat, wildfires, and water scarcity will make the homes of millions of people in the United States increasingly uninhabitable. This change could happen by the end of the century, perhaps sooner. Most people will want to stay in their current homes, but there is no coherent policy to fortify the most vulnerable places. Nor is the current legal system equipped to handle what may become one of the largest migrations in U.S. history, as people flee intolerable climate conditions. This Article envisions five scenarios for cities in the future: sprout, grow, stay, …

Communicative Administration: The Administrative State Beyond Legal Administration, Daniel E. Walters

Faculty Scholarship

On many dimensions, the administrative state is at the nadir of its power. The Supreme Court has tightened administrative law controls on agency power, and the Trump Administration has stormed the bureaucracy in an unprecedented blitz designed to kneecap agency capacity and independence. For better or worse, many agencies and their civil servants are being sidelined as meaningful actors in the administration of government. Yet this familiar account doesn’t tell the entire story. At the same time that agencies are being stripped of the power to implement law—what this Article calls “legal administration”— they are steadily accumulating extensive and largely …

Leadership Experiences Of Gender-Diverse Managers In U.S. Libraries And Museums, Galen Jay Talis

Faculty Scholarship

This article explores how gender-diverse managers in U.S. libraries and museums experience leadership and perceive gender to influence leadership. In-depth interviews were conducted with five gender-diverse managers. Data were analyzed with inductive, semantic thematic analysis and a complementary, deductive analysis using Wharton’s multilevel gender framework. Participants described relational, pragmatic, point-person leadership—connecting and supporting people, coordinating work, and translating between units—while expressing ambivalence about formal and hierarchical roles. Most did not initially link leadership to gender; when prompted, they articulated gender’s influence at individual, interactional, and institutional levels. Gender discrimination and transphobia persist even in woman-dominated contexts, shaping decisions about visibility, …

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 …

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 …

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 …

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 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.

An International Approach To Homelessness. Part Ii. Slums Demolition Or Upgrading?, Pranit Lanjewar, Jaroslaw Richard Romaniuk

Faculty Scholarship

In search of the best approach to eradicating homelessness in underdeveloped countries with large populations, we conducted interviews with professionals involved in different models of helping the unhoused. Although it has been established that the Housing First model combined with human services is the best model to end homelessness, the cost of housing might be prohibitive for many national governments. In situations where governments are over-whelmed by the numbers of homeless people, communities and organizations develop specific methods and practices to meet the needs of unhoused individuals. For the purpose of this paper, phenomenological research was undertaken to learn how …

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. …

The Lost Origins Of Antitrust, William Magnuson

Faculty Scholarship

Over the last decade, the once-sleepy field of antitrust has suddenly sprung to the forefront of public attention. The digitalization of the economy, the expansion of Big Tech, and the rise of platform monopolies have all raised deep questions about the nature of corporate power and law’s capacity to constrain it. Some scholars have argued that antitrust enforcement must be reinvigorated in substance and broadened in scope in order to combat rapidly rising economic inequality. Others have argued that antitrust law is ill-equipped to address these broad moral issues and instead must be re-focused on its traditional principles of consumer …

Evidence And Assessing Verbatim Transcription Quality Of Black English And Standard American English, L. Alexander Walker Iii

Faculty Scholarship

This chapter explores the accuracy of private transcription services when transcribing Black English and Standard American English. Courts and lawyers in the US regularly rely on transcripts from such services, but third-party verification of their accuracy, especially with respect to their quality when faced with nonstandard language varieties, is lacking. This study draws on experimental methods to contrast the quality of transcription services offered by transcribers and AI route. The quantitative results show that transcription by humans and AI resulted in more mistakes when transcribing Black English than when transcribing Standard American English. Furthermore, a qualitative analysis reveals that these …

Selective Service And The Separation Of Powers, Jeremy K. Kessler

Faculty Scholarship

The legal history of the U.S. military draft is a case study in creative statutory interpretation. Throughout the twentieth century, this interpretive creativity tended both to expand draft registrants’ substantive and procedural rights, and to recalibrate the roles played by Congress, the courts, and various executive branch factions in the governance of tens of millions of young men. Today’s Military Selective Service Act (“MSSA”) reads much like the law that governed the land when the country last went to war with conscripts during the 1950s and 1960s. But between U.S. entry into the Korean War and its withdrawal from Vietnam, …

Left Behind In Lockdown: A Scoping Review Of Covid-19’S Impact On The Lives Of Transition-Age Foster Youth, Johanna K P Greeson, Sarah Wasch, John Gyourko, Antonio R. Garcia, Hannah Bennett, Kate Greco, Liya Cha

Faculty Scholarship

This scoping review asked: What is known about the scope and nature of research on the COVID-19 pandemic and its effects on older youth with foster care experience in the United States, including the types of studies, samples and outcomes examined? Guided by the Joanna Briggs Institute framework and PRISMA-ScR, we searched 11 databases and grey literature sources (October2024 to January 2025). Eligible studies were United States based, published from 2020 onward and included primary data on foster youth or relevant professionals. Thirty-two studies met inclusion criteria. Most studies were descriptive or cross-sectional, reflecting early phases of the pandemic. Mapping …

Communicative Legitimacy: The Supreme Court's Hidden Cultural Binaries In The U.S. Civil Sphere, Steven Arrigg Koh

Faculty Scholarship

How does the U.S. Supreme Court establish its legitimacy? Over the last two hundred years in U.S. society, the Court has interpreted the U.S. Constitution on watershed issues such as slavery, segregation, and marriage equality. And yet the Constitution is just 7,591 words. A puzzle thus emerges: how does the Court intelligibly interpret this short text for U.S. society? This article develops a new theoretical and empirical cultural sociological account of such Supreme Court decision-making, which it calls “communicative legitimacy.” According to this theory, which draws on Jeffrey Alexander’s civil sphere theory, the Court consistently and inevitably draws on a …

Comparative Authoritarian Law, Madhav Khosla, Benjamin L. Liebman

Faculty Scholarship

In recent years, comparative constitutional lawyers have turned their attention to the study of democratic backsliding. However, such scholarship is yet to draw on the now extensive literature on traditional authoritarian systems. The bifurcation of regime type that has structured comparative legal research for decades — for comparative constitutional lawyers and for scholars of specific authoritarian regions — is now under strain. With the global rise of authoritarianism and the growing use of law by authoritarian states, the world is harder to neatly separate into two camps than it once might have been. This Article reflects on how we might …

Drug Scheduling As Institutional Design, Matthew B. Lawrence, David E. Pozen

Faculty Scholarship

Controlled Substances Act (CSA), U.S. drug law has simultaneously fueled mass incarceration, inhibited needed access, and enabled an opioid crisis. To make better choices, this Article argues that the CSA’s institutional design must account for three distinctive features of psychoactive drugs: the prohibition problem (drug bans tend to backfire when demand is inelastic), the pharma problem (drug companies have supercharged incentives to manipulate markets and exploit consumers), and the pluralism problem (drug policy involves irreducibly political questions that no expert discipline can answer). On their own, each of these problems calls for reform to the CSA. Taken together, they call …

The Eunomics Of Intellectual Property, Shyamkrishna Balganesh

Faculty Scholarship

Originally developed by the legal theorist Lon L. Fuller, eunomics is the “study of good order and workable arrangements,” directed at understanding the structure, form, or ordering adopted by an area of law. Yet, unlike the ordinary analysis of institutional design, eunomics views the form adopted by an area of law as neither preordained nor wholly contingent. Instead, eunomics sees form as playing an important role in clarifying and developing the goals of an area through a means-ends interaction. This Article develops the central insights of Fuller’s eunomics project for intellectual property. Until now, most theoretical accounts of intellectual property …

Understanding Child Welfare, Richard P. Barth, Jill Duerr Berrick, Melissa Jonson-Reid, Antonio R. Garcia, Johanna Greeson, John Gyourko, Brett Drake

Faculty Scholarship

This volume provides a foundational overview of the means by which the United States (and, to a more limited extent in coverage, other peer nations) endeavor to protect children from child maltreatment and related harms. Readers will be exposed to the best evidence available on the ways that child welfare and ancillary services operate and the results they achieve. This entails a comprehensive review of recent scholarship on scores of child welfare topics.

Information Law Pluralism, Hannah Bloch-Wehba

Faculty Scholarship

Information-intensive activities are reshaping political, social, and economic institutions. As they respond to these shifts, legislators and regulators are embracing information as a regulatory device for tech. Far from limiting themselves to public disclosure, consumer notice, and other traditional mechanisms of fostering transparency and information flows, however, legislators are using other, more nuanced tools to incentivize regulated entities to obtain, generate, and share information.

This Article maps the landscape of the emerging information-based regimes for regulating tech and assesses their conceptual and practical implications. It canvasses an extensive set of recently enacted laws regulating the information economy and shows that, …

Moral Progress In Legal Doctrine, Philip Petrov

Faculty Scholarship

This article integrates the concept of moral progress – here, moral improvement in the thinking and behavior of individuals over time – into the study of legal doctrine. The article first presents a naturalistic account of what moral progress is and describes three of its most historically and analytically important forms: (1) moral circle expansion, (2) moral domain expansion, and (3) increasing sensitivity to proportionality. The article then analyzes three historical developments in U.S. tort law that qualify as instances of moral progress: (1) the partial demise of the “suicide rule” beginning around the 1980s (according to …

Equal Justice & Generative Ai, Milan R. Markovic

Faculty Scholarship

The United States has long suffered from unequal access to justice, with countless low-and middle-income Americans forced to navigate the legal system alone. Recently, prominent judges, lawyers, and scholars have seized on generative AI as a potential corrective. These techno-optimists maintain that ChatGPT and other large language models can demystify the law and address unmet legal needs. Chief Justice John Roberts has proclaimed that AI-based tools "have the welcome potential to smooth out any mismatch between available resources and urgent needs in our court system."

Although AI will be an increasingly important source of legal assistance for underserved populations, the …

Renegotiating The Energy Transition, Hannah Jacobs Wiseman, Jennifer Baka, Kaitlyn Spangler

Faculty Scholarship

No abstract provided.

Disconsents, Daryl J. Levinson, David E. Pozen

Faculty Scholarship

Consent is an indispensable standard and organizing principle in any liberal legal order that prizes self-directed autonomy, self-identified preferences, and collective agreement. Yet consent’s capacity to advance those values has become increasingly uncertain in a society beset by power imbalances, information asymmetries, and multiple forms of polarization. In this Article, we document how the rise of neoliberalism has led to greater reliance on consent throughout U.S. law, while at the same time leading to greater doubts about its moral efficacy and empirical feasibility. Connecting and generalizing pathologies of consent-based regulation that have been identified within myriad domains, the Article identifies …

Resistance, Collaboration, And Ethnic Bias: Evidence On Social Cohesion In Wartime Ukraine, Janina Dill, Marnie Howlett, Carl Müller-Crepon, Mara Revkin

Faculty Scholarship

Interstate wars can rally societies around the flag, but they can also divide them based on individuals’ behavior and identities. Building on fieldwork in wartime Ukraine, we study the importance of collaboration and resistance, ethnic identity, and the interaction between behavior and identity. We examine how such divisions affect Ukrainians’ attitudes toward each other with two conjoint experiments (N=2,513). When choosing among potential neighbors, respondents prefer individuals who resisted over collaborators. However, two identity attributes—ethnic descent and exposure to Russian occupation of Ukrainian territory—activate biases that behavior alone does not fully overcome. Furthermore, we find that respondents value resistance less …

The International Order, International Law, And The Definition Of Security, Harlan G. Cohen

Faculty Scholarship

As economic security has seemingly moved to the center of American and European foreign policy, both the United States and the European Union have broadened their interpretation of international law rules governing security, coercion, and intervention. But these interpretations are not exactly new, echoing developing state interpretations of international law that developed states had long ago seemingly rejected. How are these once moribund interpretations of security, force, and coercion being brought back to life?

This article argues that these interpretative shifts highlight the role of the international order as an interpretative mechanism within international law. Borrowing from the work of …