Digital Commons Network^™

From Prompt To Clone: Copyright Challenges In Ai Model Distillation, Claudia Philipp

UC Law Science and Technology Journal

This paper examines the legality of model distillation in the context of large language models (LLMs), where smaller “student” models are trained by mimicking the outputs of larger, proprietary “teacher” models. As artificial intelligence continues to advance rapidly, the legal framework surrounding patent, and contract law is being tested. Specifically, the paper explores whether current U.S. copyright law offers sufficient protection for frontier LLM developers and whether practices like unauthorized distillation amount to infringement. By analyzing model architecture, training data, behavioral mimicry, and reverse engineering under prevailing legal doctrines—including fair use, terms of use enforcement, and recent litigation—the paper finds …

Codifying Command: Integrating Ai Into Corporate Boards, Kennedy Kelley

UC Law Science and Technology Journal

Corporate law in the United States requires that boards of directors be composed of human individuals, prohibiting artificial intelligence (AI) from serving in a directorial role. Statutes such as Delaware General Corporation Law §141(b) mandate that directors be natural persons, while fiduciary duty doctrines, liability structures, and regulatory frameworks presuppose human oversight and accountability. This paper argues that such legal constraints are increasingly outdated and should be reformed to permit AI to serve as a board member, alongside natural persons, with full decisionmaking authority. As AI systems become more capable of complex, datadriven reasoning, corporations should not be barred from …

Center For Biological Diversity V. U.S. Bureau Of Land Management, Erika C. Rader

Public Land & Resources Law Review

The Ctr. for Biological Diversity v. U.S. Bureau of Land Mgmt. marks the Ninth Circuit’s second time considering the Willow Project, which plans to drill oil in Alaska. Environmental plaintiffs brought a series of claims under NEPA, the Reserves Act, ANILCA, and the ESA to stop or stall the Project. Plaintiffs focused on the BLM’s use of a “full field development standard” in assessing alternatives to the Project. Despite the range of claims, the Ninth Circuit allowed the Project to move forward, but on remand required the BLM to explain its reasoning for departing from the full field development standard …

Teaching Cross-Cultural Communication In Law School: Lessons From Medicine, Social Work, And Business, Mireille Butler, Jaclyn Celebrezze

St. Mary's Journal on Legal Malpractice & Ethics

Legal clients in the United States are increasingly multilingual and multicultural. More than 71 million people living in the United States communicate in a language other than English. Consequently, the lawyer’s duty of shared understanding is taking on new meaning. With the advent of ABA Ethics Opinion 500, cross-cultural communication skills are a lawyer’s ethical duty and a law school’s mandate. Additionally, ABA Standard 303(c) and the potential of increased experiential learning credit requirements make clear that immediate curricular changes are needed. To prepare for the modern practice of law, tomorrow’s lawyers need to develop cross-cultural skills while in law …

Legal Representation And Public Criticism, Michael Ariens

St. Mary's Journal on Legal Malpractice & Ethics

No abstract provided.

Bigger Isn’T Always Better: The Texas-Size Problem Of Overbreadth In Criminal Discovery, Allison Siegwald

St. Mary's Journal on Legal Malpractice & Ethics

No abstract provided.

Pro Bono, Supplied And Demanded, Anita Bernstein

St. Mary's Journal on Legal Malpractice & Ethics

. Of the fifty-six blackletter provisions in the Model Rules of Professional Conduct, the rule about pro bono is the only one that tells lawyers they “should”—rather than must, must not, or may—take a particular action. This verb, which in effect says: “You deserve praise if you do it but hey, no pressure,” embodies the partial perspective that dominates pro bono—partial in the sense of both incomplete and biased. Valorizing pro bono while imposing no consequences on people who fail to perform it indulges and flatters what this Article calls pro bono’s supply side. Bar leaders, rule writers led by …

Ethics And Originalism, Michael L. Smith

St. Mary's Journal on Legal Malpractice & Ethics

This Article addresses a blind spot in the theorizing and debate over originalist interpretation: the implications of rules of legal ethics. For the few originalist theorists who take the practical side of originalism seriously, attorneys’ rules of professional conduct are almost entirely absent from the discussion. These rules bind all attorneys who, in turn, construct the record, present the evidence, and make the arguments upon which judges and Justices rely. And these rules have profound, though mixed, implications for originalist theory. Some ethical duties—such as those requiring attorney competence and candor to the tribunal—might enhance the quality of originalist analysis …

Private Money: Stablecoins, Bitcoin, And The Genius Act, Henry H. Perritt Jr.

UC Law Science and Technology Journal

Cryptocurrency has been legalized in the United States. The 2025 GENIUS Act provides a sensible regulatory framework for cryptocurrency as a medium of exchange while avoiding predicted monetary chaos. The Act correctly distinguishes between volatile fiat cryptocurrencies like Bitcoin, which are unsuitable as payment mechanisms, and stablecoins backed by traditional currencies and reserves.

Historical analysis spanning American monetary systems from the “free banking era” before 1860 through modern digital payments demonstrates that private money has long coexisted with government currency but requires appropriate regulation to prevent bank runs, fraud, and monetary instability. The GENIUS Act addresses key cryptocurrency risks—technological failures, …

Masthead

UC Law Science and Technology Journal

No abstract provided.

Artificial Investments: Consumer Protection For Ai-Generated Quantitative Trading Algorithms, Eric Heyland

St. Mary's Law Journal

No abstract provided.

The Black Box: The Ftc’S New Ability And Incentive Test For Vertical Mergers, Ann P. Kreuscher

St. Mary's Law Journal

No abstract provided.

In-Space Servicing And The Coming Legal Issues For Inciting Innovation, Grayson Russell

St. Mary's Law Journal

No abstract provided.

Beware The Lion’S Den: A School Lawyer’S Guide To Avoiding Pitfalls In The Texas Open Meetings Act, Kyle Stone

St. Mary's Law Journal

No abstract provided.

The Texas Business Court: Year One, Jack B. Disorbo

St. Mary's Law Journal

No abstract provided.

Turning The Tables: Using Texas’S Stowers Doctrine To Rein In Delay, Deny, Defend Tactics, Ethan Evans

St. Mary's Law Journal

No abstract provided.

Reviving Novorossiya: Russia’S Invasion Of Ukraine Under International Law

Washington International Law Journal

Abstract: For nearly three years, the Eastern European nation of Ukraine has been entangled in a war it did not instigate, did not desire, but was forced into by its more powerful neighbor, Russia. Since the onset of the war, Russia has faced accusations of widespread atrocities, including severe violations of human rights, international humanitarian law, and breaches of other international norms. Following the inauguration of United States (US) President Donald Trump, there has been a renewed effort to bring both parties to the negotiating table and end the conflict. With the ongoing negotiations, there is no better time to …

Volume 35, Issue 1: Contents

Washington International Law Journal

No abstract provided.

Front Matter

Washington International Law Journal

No abstract provided.

Allocating Data Protection Duties The Chinese Way

Washington International Law Journal

Abstract: China has been enacting data protection laws with distinctive features at an unprecedented pace, which makes it necessary to update existing studies on the Chinese approach to data protection. Unlike its predecessors, this Article focuses on developing a structured approach to dissecting the Chinese regime, especially the Personal Information Protection Law and latest case law. It analyzes how the laws allocate responsibilities among the three major parties involved in data protection—individual data subjects, data controllers, and regulators—and draws comparisons with European Union (EU) laws that inspired the Chinese laws. It argues that the way Chinese laws allocate data …

The Stripes Of Glory We Wear: Reflections Of The Legal Role And Intricacies Of Citizenship In The History And Foundation Of The Malaysian State

Washington International Law Journal

Abstract: The meaning of citizenship in Malaysia is a tale as old as the country itself—a thorny triangular relationship between the state; the Bumiputera majority of Malay and indigenous natives; and the non-Bumiputeras minority of Chinese and Indians who primarily migrated when the region was under British colonial rule and influence. In the present, Bumiputeras enjoy a constitutionally stipulated special status—a distinction that bestows many privileges and preferential treatment in all facets of life, from commerce to education, homeownership to government employment, that is off-limits to non-Bumiputeras. Supporters of the system argue it remains necessary—a form of affirmative action …

The Taiwanese Way To Ai Governance: Draft Basic Law On Artificial Intelligence And Future Regulatory Strategies

Washington International Law Journal

Abstract: Despite Taiwan’s significant contributions to the global artificial intelligence (AI) ecosystem, its role remains underexamined in international AI governance discourse. This Article addresses this gap by analyzing Taiwan’s emerging AI regulatory framework, with particular emphasis on the Draft Basic Law on Artificial Intelligence (the “Draft AI Law”). Situating Taiwan’s approach within the broader global regulatory landscape, the Article compares the Draft AI Law with key international models, including the European Union’s AI Act and the United States’ NIST AI Risk Management Framework, while also drawing on regulatory developments in Japan and South Korea. Rather than providing a clause-by-clause analysis, …

Litigating Workplace Sexual Harassment In China: Practical Challenges & Proposed Solutions

Washington International Law Journal

Abstract: The development of China’s anti-sexual harassment laws and policies over the past few decades has raised the hopes of many. However, the sheer volume of regulations can easily create the false impression that the Chinese legal system is effectively dealing with workplace sexual harassment. Statistics show that the number of lawsuits filed in Chinese courts remains trivial, even though workplace sexual harassment continues to be widespread. This article argues that courts in China misunderstand how to apply important concepts in litigation such as how to define sexual harassment and employer liability. The difficulty of carrying the burden of …

Ndls Communicator: Week Of 01.05.26, Notre Dame Law School

NDLS Communicator

The Latest News

• Notre Dame Law School Welcomes Global Visitors for Spring 2026

Faculty Briefs

• Mary Ellen O'Connell
• Jimmy Gurulé
• Jeff Pojanowski

Events

• Retirement Party for Debbie Weiss

Around the Watercooler

• Christopher O'Byrne, Research Librarian resigns

Staff Spot Awards

• Nominations open now through March 10, 2026

The West And The Rest: Misplaced Blame Of Underdevelopment, Rana R. Abadeer

Theses and Dissertations

This paper will discuss the link between the history of colonialism and the genesis and evolution of International Law and in turn the role played by this relationship to maintain it, directly or indirectly, to our current day. The blame of underdevelopment is often misplaced, and its responsibility falls on the Global South for their inability to follow the same momentum of development as the Global North. Nevertheless, the aim of this paper is to prove that this blame of underdevelopment given its original reasons should be placed elsewhere. With that, the discussion of where the blame should be is …

Hybrid Warfare: A Collection Of Scenarios, Adrian Borbély

DRI Press

Hybrid Warfare is nothing new but it has increasingly made the news - even if most of it remains beyond our awareness. Hybrid Warfare gathers all methods through which countries wage war against each other beyond traditional military, diplomatic and economic battlefields (cyber attacks, disinformation, transnational organized crime, appropriation of natural resources, lawfare, corruption, etc.). Such below-the-surface foreign aggressions are not limited to localized regions where armed forces shoot at each other trying to take each other’s positions. In hybrid warfare, society as a whole is the battlefield. In other words, hybrid warfare is not the concern of a few, …

Exploring The Role Of Occupational Therapy In The Delivery Of Trauma-Informed Services To Hospital-Based Clients Ot, Frank Czuba

Journal of Applied Disciplines

Hospitalization can traumatize clients and impact overall health outcomes, leading to increased hospital readmission rates and resulting in a negative impact for both clients and providers. Limited information exists regarding how hospital-based occupational therapists evaluate and address trauma, even though incorporating trauma-informed principles into professional practice can enhance the occupational therapy process. The study explored the comprehension and perceived significance of trauma-informed tenets among occupational therapists delivering services in hospital-based settings. A quantitative research study with an exploratory design was implemented to explore how occupational therapists (OT) understand and utilize trauma-informed practices with their clients in a hospital setting. An …

Time As A Constitutional Constraint: Resolving The Circuit Split On Prolonged Fourth Amendment, Ian Seabrooks

Washington Law Review Online

The Fourth Amendment of the U.S. Constitution states, “[t]he right of the people to be secure in their persons, houses, papers, and effects, against unreasonable searches and seizures, shall not be violated. . . .” Some circuits, like the Ninth and D.C. Circuits, have interpreted the Fourth Amendment’s reasonableness standard to apply beyond just the initial seizure of property but also to include the continued retention of the seized property. Other circuits, such as the First, Second, Sixth, Seventh, and Eleventh Circuits, have read the reasonableness standard more narrowly and interpreted this requirement to pertain only to the original seizure. …

Nova Law Review Full Issue Volume 50, Issue 1

Nova Law Review

No abstract provided.

Botox And Blurred Lines: Why Florida's Med Spa Boom Needs A California Reality Check, Madeline Broderick

Nova Law Review

No abstract provided.