Digital Commons Network^™

Effect Of Head Coverings On Directional Microphone Performance In Modern Hearing Aids: A Kemar-Based Laboratory Evaluation, Zahra Fekri, Mariam Mohamad, Ayasakanta Rout

Faculty Scholarship

Background/Objectives: Directional microphones are an established hearing aid technology for improving speech understanding in background noise. Although researchers have examined the influence of hair, spectacles, and earmold venting on directional performance, no systematic work has addressed head coverings, which people wear worldwide for cultural, religious, occupational, and personal reasons. This study determined whether a cotton head covering alters the directivity index (DI) of highest-level receiver-in-canal (RIC) hearing aids. Methods: A Knowles Electronics Manikin for Acoustic Research (KEMAR) was positioned in a double-walled, sound-treated booth, and DI was measured for omnidirectional and fixed directional microphone settings, with and without a two-layer …

"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.

Directing The Absent Tool: Friction Embodiment And Competency Progression In Ai Assisted Creative Learning, Daniel Suarez, James Hutson

Faculty Scholarship

Generative artificial intelligence complicates the relationship between successful creative production and the development of independent disciplinary judgment. Task allocation offers a practical response by identifying operations that learners should protect, perform with support, or delegate, yet the educational value of an allocation depends on conditions that change beyond a single assignment. This article extends a process-centered framework along three connected axes: absence, modality, and time. Constructivist friction describes difficulty encountered when learners must reconstruct judgments previously supplied by an available tool; its educational value depends on subsequent diagnosis, feedback, and transfer rather than difficulty alone. A spatial and embodied extension …

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 …

Patents And Incentives To Assign, License, Or Litigate, Keith N. Hylton

Faculty Scholarship

This paper presents a model of the activity of patent intermediaries and potential infringers in a system of costly patent litigation.  Because the intermediary, in comparison to the inventor, has a more credible threat to sue, both the revenue from infringement litigation and the intrinsic value of the patent are greater in the intermediary’s hands.  The central finding is that intermediaries license patents to potential infringers when infringement litigation is inefficient. Intermediaries tend to acquire high-quality patents from inventors and assign low-quality patents to potential infringers. Another issue this model addresses is the differential between the private and the social …

Connecting Families Through Cash Transfers And An Enabling Environment In Colombia, Mexico, And The Philippines: A Qualitative Study, Johanna K P Greeson, John Gyourko, Sarah Wasch, Kristin Mallory, Lory Fehlig, Cesar Jácome, Nestor David Lara Yanes, Fátima Areli Ruiz Gutiérrez, Dennis Guamos, Adele R. Lehman

Faculty Scholarship

Nearly 700 million people worldwide live in extreme poverty, and almost half of the world’s population lives below the poverty line. Cash transfer programs are increasingly used to address poverty’s effects on family well-being, yet less is known about how families experience programs that combine cash transfers with peer-driven mutual aid. Children International’s (CI) Community Independence Initiative (CII) provides conditional cash transfers and promotes family-led goal setting, mutual support, and shared learning. This qualitative study explored how families in Colombia, Mexico, and the Philippines experienced CII and made meaning of its material and relational components. We conducted focus groups with …

State Legislatures: Guardians Of The Federal Balance, Practical Strategies For Monitoring, Strengthening, And Sustaining American Federalism (Remarks), Christian G. Fritz

Faculty Scholarship

My remarks today are drawn from my book, Monitoring American Federalism: The History of State Legislative Resistance, and from an essay I wrote this year for the Center for the Study of Federalism about the responsibility of state legislators to sound the alarm when the federal government overreaches its constitutional authority.

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 …

De-Centering And Re-Centering Digital Scholarship, Ten Years On, Matthew Hunter, Aaron Retteen, Micah Vandegrift

Faculty Scholarship

Ten years after the publication of a manifesto attempting to describe what digital scholarship could do for and within libraries, some of the original authors reflect on the progress of the call-to-action. This article describes areas in which the integration of digital scholarship activities as core parts of librarianship has and has not become commonplace and traces larger-scale developments in the academy and global knowledge landscape that have contributed to the accuracy of the predictions made in 2017.

A Quantitative Content Analysis Of Media Framing Of Illegal Mining In Ghana, Ebenezer Ato Kwamena Aidoo, Patrick Ansah, Fredrick Daoyenikye, Maame Aba Afful

Faculty Scholarship

Illegal mining in Ghana has attracted considerable public and policy attention due to its far-reaching environmental, social, and health consequences. Our study examines how Ghanaian news media frame illegal mining, the tone of media coverage, and the stakeholders represented in news narratives. Using a quantitative content analysis, 800 news articles were sampled from six widely read media outlets, Daily Graphic, Ghanaian Times, TV3 Ghana, GTV, Joy FM, and Citi Newsroom. A multivariate analysis of variance (MANOVA) was employed to examine differences in framing, tone, and stakeholder representation across outlets. Findings indicate that news organizations emphasize distinct frames, resulting in varied …

Community Ai Resilience: A Five-Pillar Framework For Preparing Communities For An Ai-Transformed World, Robin D. Anderson, Nicholas A. Curtis

Faculty Scholarship

Current artificial intelligence readiness strategies focus almost exclusively on two priorities: expanding access to AI tools and developing a technical workforce. While necessary, these efforts are insufficient. AI seems likely to transform how people work and, with that, to reshape how individuals derive meaning, how families function, and how communities organize. This paper presents the Community AI Resilience Framework, a five-pillar model addressing the human systems dimensions of AI transformation: (1) Economic Resilience and Regulatory Adaptation; (2) Social Cohesion and Belonging Infrastructure; (3) Psychological Resilience and Identity Reconstruction; (4) Civic and Educational Renewal; and (5) Ecological and Leisure Commons Management. …

From Theory To Practice Implementing A Mission, Vision, And Values Statement To Support Change In An Academic Library Liaison Program, Patricia Fiorillo, Kristy Padron

Faculty Scholarship

Academic library liaison programs historically varied in their functions and adapted to their organizational needs and priorities. This case study examines the integration of a mission, vision, and values statement into the liaison program at Florida Atlantic University Libraries. Originating from business and organizational theories, these statements have been adopted by nonprofit organizations, including academic libraries, to guide administrative processes and services. The study highlights a re-visioning of an established liaison program during a period of transition. This fostered a shared understanding of the library’s priorities and documented its goals and objectives. This alignment was particularly crucial as Florida Atlantic …

The Contested Contingent Constitution: Plutocrats, Right-Wing Populists, And Labor Rights In The U.S., Kate Andrias

Faculty Scholarship

Constitutional labor rights have long been negligible in the United States. Now, with the ascendance of Donald Trump’s right-wing authoritarianism, even statutory labor rights are under threat. Yet there is an apparent paradox: While the Trump Administration seeks to declare the NLRB unconstitutional and has decimated federal workers’ rights, Trump’s “Make America Great Again” (MAGA) movement rose to power in part by invoking the plight of the American worker. The more populist wing of the American Right does not expressly challenge the constitutionality of labor law. Indeed, some right-wing populists urge an expansion of labor rights, emphasizing such goals as …

Beyond Ai Detection: A Pilot Study Of Integrevise And Viva-Based Verification Of Student Understanding In Ai-Mediated Assessment, James Hutson, Kyle Poyer, Kelvin Adshola Atologun

Faculty Scholarship

This article examines the Integrevise platform through a repeated cross-sectional, multicycle pilot case study of viva-based verification in AI-mediated assessment environments. Integrevise pairs a submitted written artifact with a short adaptive viva in which students explain their work, reasoning, and application in their own words. Rather than functioning as an AI detector or automated grading system, the platform operates as a diagnostic assessment layer intended to surface comprehension, authorship confidence, and disengagement risk before final grades become the only available signal. The pilot was conducted across Fall 2025 and Spring 2026 at a private liberal arts college in the Midwest; …

Classical Liberalism And Property, Thomas W. Merrill

Faculty Scholarship

Classical liberalism is characterized by several key attributes. Its central normative criterion is the well‑being of the individual, not some aggregate like society or the nation‑state. Individuals are presumptively regarded as responsible actors, capable of judging their own best interests and accountable for their actions that interfere with the well‑being of others. Because individuals are presumptively regarded as responsible actors, there is a strong preference for imposing only minimal obligations on them through the power of the state, and these usually involve general negative duties that are universal in character, chiefly to forbear from using force or fraud to interfere …

Free Expression And Civil Rights On Campus: Consistency And The Kant-Rawls Heuristic, David M. Schizer

Faculty Scholarship

Universities learned hard lessons in the months after Hamas attacked Israel on October 7. 2023. This painful and challenging time highlighted the urgent need to pursue two critical goals, which sometimes are in tension with each other. First, universities have to protect academic freedom and free expression. This is their life blood. Second, universities also have to honor their legal and moral obligation to combat discrimination, including antisemitism.

Yet this is easier said than done. Protecting free expression means allowing speech that is controversial and even offensive. But this speech can contribute to a hostile environment. So, in seeking both …

Prompted Props, Human Pipelines: Evaluating Ai-Generated 3d Assets For Game-Ready Environments, Andrew Begemann, James Hutson

Faculty Scholarship

Generative AI systems increasingly promise rapid 3D asset production for game development, yet their practical viability depends on whether generated models can move beyond visual preview into editable, optimized, engine-ready workflows. This article presents a practice-led comparative case study of a stylized fantasy tavern environment produced through two workflows: a human-authored Blender pipeline and an AI-assisted pipeline using Meshy 6 and Hunyuan 3D. Using a fixed asset list, shared visual theme, documented prompts, production-time tracking, visual comparison, topology inspection, UV-map analysis, and post-generation labor accounting, the study evaluates whether text-to-3D tools function as production substitutes, ideation accelerators, or conditional asset …

The Supreme Court Under Threat: Early Lessons In Judicial Self-Protection, Curtis A. Bradley, Neil S. Siegel

Faculty Scholarship

This Essay explores how the U.S. Supreme Court, despite being vulnerable to defiance of its decisions and political retaliation, has developed tools of judicial self-protection to preserve its institutional authority and thus its capacity to sustain the Constitution and the rule of law. Arguing that the Court performs not only a legal role that requires interpretation of the law but also a political one that demands institutional preservation, the Essay examines how the Court has historically navigated political threats by using a range of tools—including avoidance, delay, narrow rulings, strategic dicta, and rhetorical appeals. The Essay focuses on three nineteenth-century …

Making The Party Presentation Principle Safe For Originalism, Randy E. Barnett, Lawrence B. Solum

Faculty Scholarship

The Supreme Court sometimes adheres to what it calls the “party presentation principle”—terminology that dates back to 2008. Although judicial articulations of the principle have been inconsistent and imprecise, the gist is the familiar notion that courts should resolve cases on the basis of the issues and reasons presented by the parties to the dispute. Conversely, questions not properly raised by the parties should be avoided by the Court. Thus, the Court has on several occasions declined to address arguments outside the scope of the questions raised by the parties in their petition for certiorari.

For originalists, the importance of …

Evolving Networks: Information Exchanges Reshaping Of Global Finance, Andrew P. Morriss, Charlotte Ku

Faculty Scholarship

This article challenges the characterization of international financial centers (IFCs), often called "tax havens," as enablers of tax evasion and money laundering. Drawing on an extensive analysis of tax treaties, regulatory statutes, and historical literature, we explore the evolution of the global information exchange network, its impact on integrating IFCs into the global financial system, and the resulting curtailment of their use for illicit purposes. The expansion of treaties, from Mutual Legal Assistance Treaties (MLATs) to Tax Information Exchange Agreements (TIEAs) and multilateral frameworks like the OECD's Common Reporting Standard (CRS), has significantly limited the potential for secrecy-driven financial activities …

Ai Suppression: E-Discovery Software And Brady, Jason Hartline, Liren Shan, Alec Sun, Rebecca Wexler

Faculty Scholarship

Prosecutors regularly rely on AI e-discovery software, known as technology assisted review (TAR) tools, to sort and prioritize digital evidence. These tools implicate constitutional concerns: they can either risk suppressing or help to surface exculpatory and impeachment evidence that prosecutors must disclose under the Brady due process rule. Yet doctrine, agency guidance, and scholarship offer virtually no direction on their use.

This Article examines how TAR affects Brady compliance. Using computer science simulations on synthetic data sets, we show that TAR can either hide or help to expose Brady evidence, depending on how it is configured and the configurations of …

Beyond The "Mucha Woman": Ornamental Invariance And Sarah Bernhardt's Cross-Gender Poster Persona, 1894-1899, Rose Mary Weigand, James Hutson

Faculty Scholarship

Alphonse Mucha's recurring female figure is often treated as a unified Art Nouveau type, alternately interpreted as an erotic commodity, a decorative ideal, or an emblem of the New Woman. This article argues that the category becomes analytically unstable when it is applied to the theater posters Mucha designed for Sarah Bernhardt. Through close visual comparison of Gismonda (1894), Lorenzaccio (1896), Médée (1898), and Hamlet (1899), with JOB (1896) serving as a commercial countertype, the study develops the concept of ornamental invariance: a stable graphic system that preserves celebrity recognition while role, costume, narrative action, and gender change. Mucha's elongated …

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 …

The River That Powers Us: A Tribute To Dean Emeritus Kevin R. Johnson, His Steadfast Commitment To Diversity And Excellence, And His Legacy Of Impact, Angela Onwuachi-Willig

Faculty Scholarship

This Essay pays tributes to Dean Emeritus Kevin R. Johnson’s extraordinary contributions to the growth and successes of full-time Latinx faculty and other faculty of color within the legal academy. To do so, it utilizes the recent, inaugural study of faculty by the Association of American Law Schools (AALS) to situate the legal academy’s progress with the diversification of its faculty within a longer trajectory and then illustrates how such gains over the past three decades are the product of intentional, sustained intervention rather than organic institutional and societal evolution. The Essay begins by tracing the lineage of this progress …

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 …

Defining Civil Rico's "Injury To Business Or Property" Requirement: The Supreme Court Takes A Few Steps, Says It Punts, But Actually Fumbles, Randy D. Gordon

Faculty Scholarship

Throughout its history, the RICO statute has presented lawyers with something of an interpretive parlor game. It is indefinite along multiple dimensions and thereby given multiple interpretations, even down to the word level. In Medical Marijuana v. Horn, the Supreme Court set out to define one of RICO's civil-standing provisions: Namely, whether the statute's "injury to business or property" requirement can be satisfied when a plaintiff suffers both economic and personal injuries. In a 5-4 decision, members of the Court engaged in an interpretive battle over the meaning of the phrase and succeeded only in holding that civil RICO does …

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 …