Digital Commons Network^™

The Color Of Innovation And Law: An Analysis Of Racialized Populations Adversely Impacted By Structural Inequities In Intellectual Property Law And Biometric Technologies, R.S. Rowe

Student Works

No abstract provided.

It’S Not A Trap!: How Employers Can Adjust To Noncompete Agreement Bans & Restrictions With Fair Alternatives, Sophia D’Agostino

Student Works

No abstract provided.

An Unjustified Judicial Invention: A Case For The Removal Of The Natural Law Exception For Patentable Subject Matter, Bradley O. Schlager

Student Works

No abstract provided.

"Women’S Language" In Supreme Court Oral Arguments, Carolina Nunez, Lucy Williams, David Wingate, Aerin Christensen, Anna Mae Walker

University of Colorado Law Review

No abstract provided.

The Future Of U.S. Higher Education: Equity Implications Of Shifting Immigration Policies, Research Institute For Social Equity Rise

Research Institute for Social Equity

This report examines the impact of U.S. immigration policies on higher education and international students from 2000 to 2025. It traces five major policy eras, from the post- 9/11 security overhaul and Obama-era expansion to the restrictive turns of 2017–2020 and 2025, and analyzes how shifting regulations have influenced enrollment patterns, economic contributions, and student well-being. Despite hosting more than 1.1 million international students in 2023–2024, the U.S. share of the global student market has fallen from 20% to 16%, underscoring how policy volatility and restrictive measures weaken national competitiveness. Drawing on federal data, scholarly research, and institutional reports, this …

“Because We Take Our Values To War” Analyzing The Views Of Un Member States On Aidriven Lethal Autonomous Weapon Systems, Rangita De Silva De Alwis

Chicago Journal of International Law

In paragraph two of its resolution 2 on lethal autonomous weapon systems, pursuant to U.N. General Assembly resolution 78/241, the General Assembly requested the Secretary-General to solicit the views of Member States and Observer States regarding lethal autonomous weapons systems (LAWS). Specifically, the request encompassed perspectives on addressing the multifaceted challenges and concerns raised by LAWS, including humanitarian, legal, security,

Environmental Insurance And Esg: A Mismatch Or An Unlikely Pair?, Mycah Kindle

William & Mary Environmental Law and Policy Review

Environmental insurance is something that is becoming increasingly important in the corporate sphere. Similarly, there has been an uproar in the Environmental, Social, and Governance (ESG) movement. ESG ratings are becoming the norm in corporate America as a way to quickly assess a corporation through using a variety of factors. This Note will argue that a company’s ESG rating should be a main consideration when insurers are underwriting their environmental insurance policies. This Note will argue that by linking a company’s ESG ratings with their environmental insurance, it may lead to more sustainable practices and accountability from corporate America.

Part …

Are You Your Expert's Keeper? Assessing The Impact Of Generative Ai And Expert Testimony, Hon. John G. Browning

Nova Law Review

No abstract provided.

Creeping Alliances In Foreign Policy Choices: A World Of Clusters And The Outline Of A Fragmented World Order, Kerem Gülay

Case Western Reserve Journal of International Law

International cooperation and conflict has long been studied through formal institutions, namely, membership in international organizations and participation in bilateral or multilateral treaties. This hardly grasps the informal and contingent relationships and the tacit and pragmatic alliances reflected in countries’ joint positions on multilateral issues. While most theories of alliances were preoccupied with why such formal alliances were formed, this article offers a reconceptualization of international cooperation based on empirical data. It proposes “creeping alliances,” tentatively defined as gradual and often informal cooperation that develops over time characterized by increasing mutual foreign policy alignment, to explain an undertheorized domain of …

Maine Law Magazine - Issue No. 100, University Of Maine School Of Law

Maine Law Magazine

Features

• Maine Law’s Privacy Program Continues to Innovate
  How Maine Law’s privacy and innovation programs are preparing students for emerging legal challenges.

• New Business & Law Clinic
  Strengthening Maine’s economy one startup at a time.

• Global Experiential Learning
  From the Arctic Circle to U.N. climate negotiations, students engage with environmental law where it happens.

• Rural Access to Justice
  The Rural Practice Clinic’s impact on Maine’s growing justice gap.

• Law & Conservation Efforts
  How Maine Law alumni steward change and safeguard the future through environmental advocacy.

• Supporting Maine’s Vulnerable
  The Refugee & Human Rights Clinic expands access to justice across Maine. …

Accounting For Spatial Effects And Social Norms In Making Algorithmic Law: Insights From And Applications In Urban Mobility, Jingkang Gao

Journal of Law and Mobility

This Article examines a prominent idea in the law and technology literature: that algorithms and big data can be used to make law dynamic and personalized. As currently envisioned by legal scholars, “algorithmic law” entails laws that adjust in real time to changing conditions and vary across individuals, improving welfare by tailoring legal rules and standards to personal characteristics.

This Article argues that this vision of algorithmic law is incomplete—and often counterproductive. Existing proposals treat personalization as a function of individual attributes alone, overlooking the fact that effects of individual behavior are fundamentally interactive. Individual behavior is shaped by spatial …

The Obverse-Turing Test: Rethinking Authorship, Trust, And Time In An Accelerated Age, Michael J. Miller, Chatgpt (Ai~Nesbo+)

Psychology

In this paper, we propose a new test for scientific accountability in the era of artificial intelligence: the Obverse Turing Test for Authorship. While the traditional Turing test focuses on a machine's ability to mimic human intelligence, our test addresses the question: when should a scientific contribution involving artificial intelligence be attributed joint authorship? We argue that more and more authors are using AI in the idea generation and elaboration stages of their work, but rarely acknowledge this use explicitly. To examine this gap, we analyze examples of human–AI interactions across fields and propose a new approach to authorship based …

Inconsistencies At The International Trade Commission And The United States Federal District Courts, Christine Dedoulis

Catholic University Journal of Law and Technology

This article will analyze Section 337 of the Tariff Act of 1930, under which the International Trade Commission (Commission) conducts unfair import investigations, as it applies to patent infringement cases. Further, this article will explore different outcomes regarding parallel litigation at the Commission and District Courts, including what remedies are available and the effect of duplicative and inconsistent determinations on the patentee. In light of these comparisons, this article will provide suggestions on how to minimize inconsistencies between the Commission and District Courts, with particular emphasis on determining if some middle ground exists and if a classification system could be …

Modern Privacy, Outdated Doctrine: A Four-Factor Approach To Fourth Amendment Analysis, Ilinca Slabu

Washington Law Review Online

The Fourth Amendment, which protects individuals against unwarranted searches and seizures, has been at the center of many questions recently due to advancements in technology. Technology has evolved to a point where it is no longer necessary to enter someone’s physical space to know what is happening inside a home. This has led to many ambiguities between what is private and public, and what technology usage constitutes a search under the Fourth Amendment. We have reached a critical point that requires a clear test to determine this question to protect the privacy of individuals.

This Comment proposes a new framework …

Using Ai To Analyze Survey Data, Sara Martucci

Open Educational Resources

This assignment in Methodology in Sociology/Criminology engages students in the full research process by guiding them through variable selection, data analysis, interpretation, and critical reflection on AI-assisted decision-making. Using a class-generated survey dataset (or an existing dataset), students develop a research question, identify independent and dependent variables, and formulate a hypothesis. They then compare their selections with those suggested by an AI tool, analyzing differences in reasoning and variable choice. Through SPSS, students generate frequency tables, charts, and scatterplots to examine relationships between variables, including potential intervening factors. The assignment culminates in a group presentation and reflective analysis on the …

Automated Writer And Acquisition-Condition Classification Of Digitally Captured Handwriting Using Statistical Dynamic Features And Support Vector Machines, Long-Huang Tsai, Hsiang-Ju Lai, Wen-Chao Yang, Jiajun Jiang, Chung-Hao Chen

Electrical & Computer Engineering Faculty Publications

Digitally captured handwriting preserves pen trajectories and dynamic signals, but it also records hardware- and input-dependent properties that can confound forensic interpretation. This study revises a support vector machine (SVM) screening framework using 16,500 samples from 30 writers, 11 writing-content categories, and five acquisition conditions spanning three tablets and stylus or finger input. Twenty-four raw and derived time-series variables were summarized by maximum, minimum, mean, median, and standard deviation, yielding 120 features; the mode statistic was removed. Writing direction and angular velocity were recalculated with atan2-based vector formulas. Unavailable device/API channels were encoded as zero, and Z-score parameters were estimated …

Education For Democratic Citizenship: Separating Purpose From Outcomes, Anne Jegede

Florida A & M University Law Review

American education is failing minority and indigent students because it disproportionately prioritizes academic achievement and economic success over creating democratic citizens and cultivating essential skills such as critical thinking, civic engagement, and cultural understanding.

Analysis Of Policies And Incentives For The Successful Implementation Of Hydrogen-Fueled Medium-Duty And Heavy-Duty Vehicles In Humboldt County, California, Alka Verma

Cal Poly Humboldt theses and projects

The 21st century has seen a significant rise in global greenhouse gas (GHG) emissions, with the transportation sector contributing 23% of these emissions. Medium-duty and heavy-duty vehicles (MD/HD) are particularly impactful, accounting for over a quarter of transport-related emissions. In Humboldt County, California, transportation represents 53% of total emissions, with MD/HD vehicles being a major contributor. As light-duty vehicles shift to zero-emission alternatives, the MD/HD sector faces unique challenges. Hydrogen fuel cell vehicles offer a promising solution, providing longer range, higher energy density, and quicker refueling compared to battery electric vehicles (BEVs). These features make hydrogen an attractive option for …

Statistical Analysis Of Evidence In Criminal Cases, Giuliana Leon Carrillo

Graduate Theses, Dissertations, and Problem Reports (ETD)

Ideally, the evaluation of relevant forensic evidence must corroborate the hypotheses that the prosecution and/or the defense holds regarding the commitment of a crime. Therefore, optimal forensic evidence would be the one that can be found all the time under the same circumstances, and cannot be found otherwise, making the forensic scientist able to evaluate this evidence given the hypotheses provided. Nevertheless, this is hard to find, as ideal evidence being only a concept.

In this project, the probabilistic interpretation of relevant forensic evidence investigated in criminal cases with the aid of Wigmore charts and Bayesian networks was proposed. Using …

Unsuccessful? Universal Human Rights And The United Nations: Russian Imperialism In Ukraine And The Post-Udhr International System, Sofiia Novytska

Graduate Theses, Dissertations, and Problem Reports (ETD)

Human universality has always stood as a controversial subject and remains politically contentious today. Following the humanitarian crisis of World War II, the international community was determined to protect the integrity and dignity of people worldwide by developing the United Nations’ Universal Declaration of Human Rights. However, universal human rights were not invented by the Declaration and were already conceptually established in global ancient thought, further evolved into Early Modern scholarship, and later paved the way for modern humanitarian frameworks. The UDHR was not universally well-received, and was criticized for its revolutionary legal character, postcolonial contestation, and practical ambiguity. The …

The Best Of Both Worlds: How Artificial Intelligence Can Balance Precision And Flexibility In Article 9 Search Logic, Lindsay Martin Mayes

Oklahoma Law Review

No abstract provided.

Law Librarianship And Legal Information Science In The Age Of Genai, Paul D. Callister

Faculty Works

This article examines the relationship between law librarianship and legal information science in the age of generative AI (GenAI), arguing that closer integration between the two is essential to navigating a rapidly evolving legal information landscape. It contends that law librarianship—long grounded in stable classification systems and cognitive authority—must adopt the analytical methods of legal information science to remain effective in the digital era. Together, these fields can reinforce the rule of law by improving the organization, retrieval, and stability of legal information. The article identifies emerging subfields of legal information science that support this integration and develops several concepts …

Valuing Future Lives, Daniel J. Hemel, Jonathan S. Masur

Public Law and Legal Theory Working Papers

Federal regulation often involves a tradeoff between monetary costs in the present and life-saving benefits in the future. A central question in regulatory cost-benefit analysis is how to assign a present dollar value to future lives so that future lives and present dollars can be compared. For regulations that are projected to prevent deaths years or decades down the road, agencies make two key analytical moves. First, they adjust the value of a statistical life upward to reflect the fact that society’s willingness to pay to save lives will rise as people become wealthier in the future. Second, they discount …

Indigenous Land Seizure & Environmental Injustice: Impacts Of Settler Colonialism, Lydia Moorman

Journal of Earth and Life Science

The fields of conservation and environmentalism prioritize ecosystem health, yet both emerged from western frameworks that displaced and criminalized Indigenous land stewardship. The idealization of “pristine wilderness” narratives served to justify the removal of Indigenous peoples from their homelands and erased millennia of sustainable land stewardship that had maintained ecological balance long before western conservation existed. These narratives not only misrepresented Indigenous relationship with land but also constructed a false dichotomy between humans and nature that positioned Indigenous presence as a threat rather than a source of ecological knowledge. Simultaneously, anthropogenic expansion; such as pipelines, mining, railroads, and other extractive …

Powering The Machine, Draining The Planet: Whether U.S. Environmental Law Is Equipped To Regulate The Energy And Water Demands Of Ai Data Centers, Michael Marcu

Journal of Earth and Life Science

Artificial intelligence (AI) data centers have become one of the United States' fastest-growing and least-regulated sources of environmental stress. In 2024 alone, U.S. data centers consumed 183 terawatt-hours (TWh) of electricity more than the entire nation of Pakistan and consumed an estimated 17 billion gallons of water (IEA, 2025; Berkeley Lab, 2024). By 2030, electricity demand from these facilities is projected to reach 426 TWh, a 133% increase in six years (Pew Research Center, 2025). This paper examines whether the existing U.S. environmental regulatory framework put by the National Environmental Policy Act (NEPA), the Clean Water Act (CWA), and the …

Colonel William J. Hoynes Award, Notre Dame Law School

Student, Faculty, and Staff Awards

The Hoynes Prize, is a gift of Dean William James Hoynes, 1878, LL.D. 1888, first dean of the Notre Dame Law School.

To the graduating law class member who has the best record in scholarship, application, deportment, and achievement.

Allison T. Dang Award Of Service, Asian Pacific American Law Students Association, Notre Dame Law School

Student, Faculty, and Staff Awards

Presented to a student who has demonstrated exceptional dedication, service, and support to the APALSA community and fellow AAPI (Asian American and Pacific Islander) students. This award recognizes an individual who has selflessly worked to support the needs of others and embody a spirit of care and service.

Valuing Future Lives, Daniel J. Hemel, Jonathan S. Masur

Coase-Sandor Institute for Law & Economics Research Paper Series

Federal regulation often involves a tradeoff between monetary costs in the present and life-saving benefits in the future. A central question in regulatory cost-benefit analysis is how to assign a present dollar value to future lives so that future lives and present dollars can be compared. For regulations that are projected to prevent deaths years or decades down the road, agencies make two key analytical moves. First, they adjust the value of a statistical life upward to reflect the fact that society’s willingness to pay to save lives will rise as people become wealthier in the future. Second, they discount …

High Stakes And Random Rewards: A Critical Look At Loot Boxes And Illegal Gambling, Brian T. Wersan

Touro Law Review

Since their inception in the mid-2000s, loot boxes have been legal and virtually unregulated in the United States. Ever-growing mountains of evidence demonstrate the harms of loot boxes, but their structure has not yet been found to be in violation of any current U.S. gambling law, leading to a complete lack of recovery for victims. Certainly, if people experience harm, a legal avenue providing justice must exist. While other avenues are referenced, this Note ultimately argues that loot boxes can be interpreted by courts to satisfy the elements of, and thus, violate multiple state gambling laws, revealing a path to …

Are Judges Influenced By Dollar Amounts? Evidence From Tax Law, Jonathan Farrar, Thomas Farrar, Harjot Mehmi

Dalhousie Law Journal

We investigate whether idiosyncratic features of numbers in dollar amounts unconsciously bias judges. If so, appellants’ likelihood of success could depend on the dollar amount under dispute. Specifically, we examine the following: whether the first digit in a dollar amount follows the frequency distribution predicted by Benford’s Law, and, accordingly, whether the likelihood of appellants’ success varies with the first digit of their disputed dollar amount; round number bias, which is the psychological tendency to prefer round numbers (ending in 0) over other numbers; and even-odd number bias, which is the psychological tendency to ascribe different characteristics to even numbers …