Digital Commons Network^™

Transforming Blood Management Systems In Developing Countries Through Technological And Artificial Intelligence-Driven Innovations, Sandeep Bhargava, Shaun Aaron Abram, Srividhya Ragavan

Faculty Scholarship

It is critical to ensure the safe and quality supply of blood among various stakeholders; however, this remains a significant challenge in today’s world, especially in developing countries. These countries face severe problems, including blood shortages, fragmented regulatory frameworks, and inconsistent quality control measures. To tackle these challenges, countries like India are trying to implement the use of artificial intelligence (AI) and its derivative platforms to transform blood collection, testing, storage, and distribution by enabling interoperability, real-time compliance monitoring, automated donor screening, optimized inventory management, and advanced component separation. The article argues that developing countries must adopt both regulatory reform …

Hybrid Server–Ai Architecture For Persistent Generative Game Worlds: Achieving Scalable, Consistent, And Low-Latency Interactive Environments, Jay Ratican, James Hutson

Faculty Scholarship

Generative artificial intelligence has demonstrated remarkable capabilities in real-time content creation for interactive entertainment, yet current implementations struggle with the persistence, consistency, and scalability demanded by modern multiplayer and long-form gaming environments. This paper presents a hybrid server–AI architecture that fuses the deterministic reliability of authoritative multiplayer server frameworks with the creative flexibility of state-aware generative systems. The proposed three-tier design consists of (1) a deterministic server backend leveraging technologies such as Unity Netcode for GameObjects, Unreal Engine 5’s dedicated servers, and Amazon GameLift to maintain authoritative and persistent world state; (2) a state-aware generative layer responsible for producing real-time …

New York Environmental Legislation In 2025, Michael B. Gerrard

Faculty Scholarship

In 2025, New York State overhauled its State Superfund law and extended the State Superfund Program for ten years. The state also enacted laws restricting chemicals in menstrual products and firefighter personal protective equipment; expanding the extended producer responsibility program for batteries to include electric scooter and bike batteries; and protecting monarch butterflies and horseshoe crabs. These and other new and amended environmental and energy laws — as well as notable vetoes — are discussed in this article.

Amendments to two of New York’s most important laws may be up for consideration by the Legislature during the current session. Governor …

Women In Nursing Leadership In Saudi Arabia: A Narrative Review In The Context Of Vision 2030, Amal Arishi, Ali Hudays, Joyce J. Fitzpatrick

Faculty Scholarship

Despite women comprising the majority of the nursing workforce in Saudi Arabia, they remain under-represented in leadership roles. This narrative review explores the barriers and facilitators to women's advancement in nursing leadership within the framework of Saudi Arabia's Vision 2030. Key challenges include cultural norms, gender bias, limited recognition, and lack of leadership training. Facilitators such as national mentorship programs, leadership academies, and public image reforms offer promise. The review underscores the need for targeted nvestments in education, structured leadership pathways, and adaptation of international models to empower Saudi female nurses and support inclusive health system transformation.

Originalism, Official History, And Perspectives Versus Methodologies, Keith N. Hylton

Faculty Scholarship

This paper addresses a well-worn topic: originalism, the theory that judges should interpret the U.S. Constitution in a manner consistent with the intent of its framers. I am interested in the real-world effects of originalism. The primary effect advanced by originalists is the tendency of the approach to constrain the discretion of judges. However, I identify another effect of originalism: the creation of official histories, a practice that imposes a hidden tax on society. Another question I consider is whether originalism should be considered a methodology of analyzing the law or a perspective on the law; I argue that originalism …

Barriers, Attitudes, And Solutions For Brain Health Research Training In Lmics: A Trainee Cross-Sectional Study In Uganda, Mark Kaddumukasa, Carla M. Conroy, Christopher J. Burant, Shirley Moore

Faculty Scholarship

Background: Neurological disorders remain a challenge in sub-Saharan Africa, with limited expertise and credible research data to guide interventions and disease prevention. Training the next generation of clinical researchers requires a focused and concerted effort to stem the growing neurological disease burden. The US National Institute of Health (NIH) research training funded through the Fogarty International Center (FIC) Global Brain Disorders Research program gave trainees an opportunity to participate in mentored neurology research and training for 1–2.5 years. We conducted a descriptive cross-sectional study among mentees of 2 FIC research programs to assess the training experience and inform program refinement. …

Unlocking The Benefits Of Transparent And Reusable Science For Climate Risk Management, Adam B. Pollack, Lisa Auermuller, Casey D. Burleyson, Jentry Campbell, Madison Condon, Courtney Cooper, Matteo Coronese, Sönke Dangendorf, James Doss-Gollin, Prabhat Hegde, Casey Helgeson, Robert E. Kopp, Jan Kwakkel, Corey Lesk, Justin Mankin, Robert E. Nicholas, Jennie Rice, Samantha Roth, Vivek Srikrishnan, Moira Scheeler, Nancy Tuana, Chris Vernon, Mengqi Zhao, Klaus Keller

Faculty Scholarship

People around the world seek climate risk information to guide their decisions. For instance, projections about future flood risk inform where households choose to live, how lenders manage credit risks, and which communities receive federal funding. Yet data limitations and fundamental validation challenges raise important concerns about the reliability of such projections. The principles of transparency and reusability help address these concerns by enabling scrutiny of assumptions and methods, development of foundational data and tools, and consistent application of evaluation standards. While there is ongoing debate about how much transparency commercial climate risk services should provide, many expect noncommercial actors …

Unwanted Medical Treatment Harms Patients: Taxonomy Of Healthcare Consent Infractions, Thaddeus Pope

Faculty Scholarship

Patients in the United States are subject to an ever-growing “avalanche” of unwanted medical treatment (UMT).  This is ethically, economically, and legally wrong. First, UMT constitutes a serious violation of patient autonomy and self-determination.  Second, it is waste (and often fraud or abuse) of scarce healthcare resources.  Third, but for rare exceptions, administering UMT contravenes settled legal rules and principles around consent and battery.

This article describe four types of unwanted medical treatment and how the law addresses (or fails to address) them.  The four types of UMT are (1) treatment over patient objections, (2) treatment with zero consent, (3) …

The Anonymous Officer, Shawn E. Fields

Faculty Scholarship

(Forthcoming 2026) Masked, plainclothes immigration agents in unmarked vans have terrorized communities in Chicago, Los Angeles, Minneapolis, and beyond. The indiscriminate violence committed by federal officers who at times appear indistinguishable from paramilitary units has forced immigrants into hiding and left lawmakers scrambling to address a growing and largely legal anonymity crisis in law enforcement. This Article explores the undertheorized implications of anonymous law enforcement, situating the rise of masked policing within a larger project of democratic retrogression and executive aggrandizement. Anonymity in policing and immigration enforcement frustrates core democratic norms of transparency, accountability, and legitimacy, providing the opacity needed …

Trump's War On Diversity, Equity, And Inclusion, Nancy C. Marcus

Faculty Scholarship

Among the many head-spinning developments that have occurred from the first days of President Trump’s second presidency are his attacks on DEI (diversity, equity, and inclusion), including anti-DEI edicts targeting educational institutions. This article provides a chronology and analysis of the early 2025 Trump administration’s attacks on DEI targeting schools nationwide, the resulting harms, and responses thereto, including litigation. A discernible refrain in the early litigation challenging President Trump’s anti-DEI attacks targeting educational institutions across the country has been how those attacks cross a clear constitutional line: the prohibition of unconstitutionally obscure governmental mandates. At its core, the void-for-vagueness doctrine …

Neuroaesthetic Frequency Tuning For Neurodivergent Populations: A Network-Informed Theory Of Music For Emotional Memory And Cognitive Regulation, Piper Hutson, James Hutson

Faculty Scholarship

Neuroaesthetic frequency tuning posits that deliberate selection of musical parameters can modulate large-scale neural systems to support emotional memory retrieval and cognitive regulation in neurodivergent populations. Drawing on contemporary evidence from network neuroscience, cognitive musicology, and affective science, the article synthesizes how rhythmic, harmonic, and lyrical structures align with Default Mode (DM), fronto-parietal control, salience, motor, and limbic systems, and how these alignments can be targeted to balance internally oriented mentation with task engagement. The theory further integrates autonomic and cellular mechanisms, describing how tempo and spectral energy shift arousal and heart rate variability, and how astrocytic ensembles contribute to …

Legislatively Erased: The Failure Of Privacy Legislation To Protect People Connected To The Criminal Legal System, Chaz Arnett, Kate Weisburd

Faculty Scholarship

No abstract provided.

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.

How To Manage The Wolf In The Fold, Susan Bisom-Rapp, Urwana Coiquaud

Faculty Scholarship

Recent scholarly work on regulatory capture in the platform economy accounts for the political role and power wielded by app-based firms aiming to reform the existing legal environment to favor their low-cost labor business models. This article adds to scholarly perspectives on the platform economy by shifting the focus to government actors, the role of narrative in communicating with the public, and institutional constraints which may hamper the government’s ability to provide a cogent rationale for opposing or implementing legal change. The article’s central contribution is underscoring the role the government plays in facilitating or preventing regulatory capture. To that …

Incarceration As Sexualized Violence, Leigh S. Goodmark

Faculty Scholarship

Sexual violence—rape, sexual assault, strip and body cavity searches, surveillance, and reproductive abuse—is a regular occurrence in women’s prisons. Some of that violence is clearly illegal; some occupies a legally gray middle ground; and some is considered essential to the operation of the prison system. All of it, however, could violate the law if the victims were not incarcerated. Sexual violence is so pervasive within women’s prisons that incarceration can only be understood as a form of sexualized violence. Given the certainty that people incarcerated in women’s prisons will experience some form of sexual abuse, continued incarceration can only be …

Comparison Of Groundwater Ownership Regimes In Ten Jurisdictions Across Five Continents, Gabriel Eckstein, Theo Buchler, Caleb Cook, Heping Dang, Robyn Stein, Stefano Burchi, Gabriela Cuadrado Quesada, Juan Pablo Galeano, Eric Garner, Amy Hardberger, Imad Antoine Ibrahim, Oudi Kgomongwe

Faculty Scholarship

The regulation of groundwater remains underdeveloped globally and often lags behind the domestic governance of surface water. As a result, groundwater is often subject to unfettered extraction, uses, and contamination. A clear understanding of ownership is central to the success of domestic regulations. However, the types of ownership regime in place in nations around the world are poorly documented in the academic literature. This study addresses that gap through a comparative analysis of domestic groundwater ownership regimes across ten jurisdictions in nine countries spanning five continents. It identifies three dominant models of groundwater ownership: private ownership, public ownership, and non-ownership …

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 …

Exploit Machina, Andrea Matwyshyn

Faculty Scholarship

Over half a century ago, Hannah Arendt cautioned us to “think what we are doing” when we build new technologies. Engaging with her counsel and a set of historical case studies, this Article frames what it calls exploit machina problems. Exploit machina refers to situations where broken technologies and broken governance combine to irreparably harm the public. In other words, exploit machina involves organizational choices to knowingly leverage technology as part of legally problematic conduct, including various forms of fraud. In the language of data science, exploit machina situations implicate strategic decisions in building and managing artificial intelligence (AI); they …

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

Faculty Scholarship

No abstract provided.

50 State Survey On “Harmful To Minors” Laws And Library Exemptions/Defenses, Rebecca A. Mattson, Shay Elbaum, Amanda Mccormick, Dan Sawall, Victoria Tokar, Eric Yap

Faculty Scholarship

No abstract provided.

Weaponizing Religion Against The Human Emotion Of Empathy: A Call To Fight Coercive Settlement Attempts On The Merits, Jeffrey Dodge

Faculty Scholarship

In March 2023, America First Legal filed a lawsuit against West Shore School District in Camp Hill, Pennsylvania. In the complaint, the plaintiffs argued that empathy related instruction from the district’s social emotional learning curriculum violated their parental and religious rights. Nearly every headline about the lawsuit included a quote from a plaintiff parent asserting that “Not every human is deserving of my child’s empathy.” At the time of filing, America First Legal and counsel, Wally Zimolong, argued that students in this school district were illegally being subjected to a radical and invasive curriculum.

School officials denied wrongdoing in receiving …

Neuro-Advocacy: Harmonizing Persuasion With The Operation Of The Brain, Gary Gildin

Faculty Scholarship

The most significant contemporary advances in effective courtroom advocacy will emerge from what on the surface is an unlikely source: neuroscience. Revolutionary advances in technology for the first time allow us to see how the human brain makes decisions. The findings are wholly inconsistent with how the trial process presupposes the finder of fact will perceive and use information delivered by lawyers and witnesses. Consequently, lawyers seeking to persuade jurors (and judges) must reframe their advocacy to align with what we have learned about how the minds of these decision-makers will receive testimony and argument and use these inputs to …

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 …

"Activist" Versus "Passive" Investors: A Closer Look At Proxy Contests And The Contemporary Balance Of Advantage, John C. Coffee Jr.

Faculty Scholarship

The era of the hostile takeover has clearly given way to the era of the proxy contest led by an activist hedge fund. Today, a record number of such contests are underway, and they have changed the board composition at many U.S. companies and caused a record number of CEO resignations. But there is a mystery here: when activist funds negotiate for changes with target managements, they often obtain meaningful changes in the board of directors and corporate policies. However, when activists attempt a proxy contest, they have generally been unsuccessful, winning only a small number of seats in a …

The Effect Of Provider Diversity On Racial Health Disparities: Evidence From The Military, Michael Frakes, Jonathan Gruber

Faculty Scholarship

We assess the relationship between the racial diversity of medical providers and racial health disparities in the use of preventive care and in patient outcomes. We use unique data from the Military Health System, where we observe providers as patients so that we can identify their race, and where moves across bases change exposure to provider race in a plausibly exogenous fashion. We consider patients with four chronic, deadly, but manageable illnesses, where the relationship with the provider may have the most direct impact on health. We find striking evidence that provider racial diversity leads to reduced disparities in maintenance …

The Eighth Amendment And Prison Staff-To-Sentenced Prisoner Sexual Violence, Matthew Lyskawa

Faculty Scholarship

In this Article, I provide the first comprehensive account of lower federal courts’ Eighth Amendment prison conditions jurisprudence regarding prison staff-to-sentenced prisoner sexual violence. I show that lower federal courts are systematically misunderstanding and misapplying Supreme Court case law in this context. The result is that sexually victimized prisoners must meet extremely burdensome doctrinal standards unique to sexual violence claims. Lower federal courts would faithfully follow Supreme Court precedent if they applied the excessive force standard to sexual assault claims and the conditions of confinement standard to sexual harassment claims. However, a faithful application of Supreme Court case law does …

Mahmoud V. Taylor: Cause Or Effect Of Disruptions In Public Schools?, Richard B. Katskee, Ira C. Lupu

Faculty Scholarship

Mahmoud v. Taylor represents an extraordinary departure from long-standing constitutional norms about the rights of parents of children in public schools. In Mahmoud, the Supreme Court upheld a Free Exercise Clause claim by parents in Montgomery County, Maryland, who sought to have their children (grades K–5) excused from readings that contain LGBTQ characters and themes. The majority opinion by Justice Alito rests on a highly controversial reading of Wisconsin v. Yoder.

Part I of the paper provides the doctrinal and historical backdrop to Mahmoud, which reflects the acute tension between a once-narrow understanding of Yoder and the post-Obergefell backlash against …

Export Controls As Intellectual Property Regulation, Doni Bloomfield

Faculty Scholarship

Export-control laws have long regulated information created outside of the U.S. government. Legal scholars have paid little attention to these national-security laws, and have not recognized that the government uses them specifically to assert a right to suppress information held in patent applications and trade secrets. In this Article, I present a new history of the relationship between export controls and intellectual property to show how the government regulates IP transfers, and how the state uses IP laws to national-security ends. Export-control laws regulate IP by controlling how people in the United States and beyond can share or use inventive …