Digital Commons Network^™

Ai And Law Milestones: From Top-Down To Bottom-Up Computational Models Of Legal Reasoning (And Back), Kevin Ashley

West Virginia Law Review

This Article introduces five research and development milestones in the field of Artificial Intelligence and Law and then discusses how large language models (“LLMs”) and generative AI (“GenAI”) are affecting each of them. The milestones include legal expert systems, lessons learned in computationally modeling legal rules and statutes, knowledge-based models of legal argument, machine learning models that classify case texts and predict outcomes, and the design and evaluation of legal applications of LLMs and GenAI. These milestones illustrate how top-down knowledge-based computational models of legal expertise have rapidly given way to bottom-up models based on machine learning. Knowledge-based models explicitly …

A View Under The Hood: Duquesne Kline's Law And Computing Program, Wesley M. Oliver, Katherine L.W. Norton, Martin Mckown, David Horrigan

West Virginia Law Review

No abstract provided.

Artificial Intelligence And Machine Learning Improving The Livelihood Of Individuals With Disabilities In Various Capacities, Daveon Lilly

West Virginia Law Review

Artificial Intelligence (“AI”) and Machine Learning (“ML”) are swiftly reshaping accessibility for individuals with disabilities, offering fresh opportunities for inclusion in education, the workplace, and daily life. This Note explores the integration of AI and ML into assistive technologies and discusses how this integration bolsters access and independence for people with various disabilities. It also examines the legal frameworks, including the Americans with Disabilities Act (“ADA”) and the Rehabilitation Act of 1973 (“Rehabilitation Act”), that govern the implementation of these technologies and address challenges such as algorithmic bias, data privacy, and the digital divide. While AI and ML have made …

Training New Lawyers With And For Generative Ai: A Semester-Long Experiment Scaling Clinical Friction In The Doctrinal Classroom, Frank W. Volk

West Virginia Law Review

No abstract provided.

The Legal Framework For Direct Ocean Carbon Capture And Storage (Volume 1: International Law), Romany M. Webb, Korey Silverman-Roati

Sabin Center for Climate Change Law

This paper focuses on the marine carbon dioxide removal (mCDR) approach of direct ocean carbon capture and storage (DOCCS), which aims to remove some of the carbon currently stored in the ocean and thereby enable it to uptake additional carbon dioxide from the atmosphere. DOCCS is still undergoing research, but early studies suggest it could have significant carbon dioxide removal potential. However, DOCCS could also present environmental and other risks, including from the construction of new facilities, the intake and processing of water, and the handling and storage of carbon dioxide. Careful siting, design, and operation of DOCCS systems is …

Bad Faith Disregard Of Benefits And Science In Federal Environmental Deregulation, Michael B. Gerrard

Faculty Scholarship

Since the beginning of the Reagan administration in 1981, federal agencies have used cost-benefit analysis when making important policy decisions, especially when issuing regulations. In the years since then the methodologies have been refined and enshrined in White House guidance. The second Trump administration has upended these practices by often ignoring the benefits of regulations and only considering the costs. In doing so it often claims that there are such uncertainties about the benefits that they should be disregarded. It uses these claims in support of repealing or softening regulations that prior administrations found would save thousands of human lives.

Private Coverage, Public Risk: The Role Of Cyber Insurance In National Security Governance, Deborah L. Johnson

Faculty Publications

This Article explores the growing yet underexamined role of the commercial cyber insurance market in shaping the United States' approach to cybersecurity readiness. It argues that, as cyber threats against U.S. critical infrastructure and essential services increase, commercial cyber insurance has quietly come to function as a de facto governance tool in national cybersecurity. In hospitals, water and energy systems, and other public-facing sectors, policy language, underwriting questionnaires, and post-breach claims practices help define what counts as "reasonable" security, influence how organizations plan for and respond to incidents, and affect the pace and scope of recovery after an attack. Yet …

Situating Ai Within The History Of Technological Adaptation In Law, Karin Mika

Law Faculty Articles and Essays

This Article will first trace this history of technological disruption and adaptation in the law. It will then situate the current AI moment within this established pattern, arguing that AI’s capabilities create an unprecedented opportunity to accelerate a pedagogical shift from foundational structure to sophisticated substance. Further, it will explore AI's significant potential as an equalizer for multilingual students. Finally, it will address the legitimate risks of AI, concluding that a framework grounded in professional ethics and critical human oversight is the key to harnessing its benefits responsibly. The challenge is not to resist this new technology, but to adapt …

Community Lawyering In Coal Country: Empowering Those Who Power America, Gregory Robertson

West Virginia Law Review

Despite the intense and prolonged efforts of thousands of activists in the 1960s and 1970s to obtain safer working conditions for coal miners, pneumoconiosis rates, disease that develops as a result of inhalation of particle material, is on the rise. The Supreme Court’s decision in Loper Bright Enterprises v. Raimondo has shaken the ground upon which administrative agencies’ ability to promulgate rules to protect miners rests. This Note profiles a handful of attorneys, archetypes of community lawyering, who advocated for Appalachian coal miners during the height of the Black Lung Movement and continue to do so today. Through conversations with …

Practical Reason In The Portfolio Economy: Accept: Amend, Or Abandon, The Flsa?, Kevin Frazier

West Virginia Law Review

No abstract provided.

Corporate Fiduciary Duties And The Climate And Biodiversity Crisis, Eric W. Orts, Sandra G. Schafhäutle

Michigan Journal of Environmental & Administrative Law

This Article argues that addressing one of the most urgent environmental challenges facing humanity today—the global climate and biodiversity crisis—calls for a transformation at the heart of corporate law: its fiduciary duties. After demonstrating how current corporate fiduciary duties are implicated in this crisis, we argue for reform of fiduciary duties operating at two levels: those governing directors and officers of business corporations, and those governing institutional investors and asset managers. We then distinguish between two general kinds of corporate fiduciary duties: permissive and mandatory. We contend that corporate law should accommodate a more expansive understanding of fiduciary duties by …

The Energy And Environmental Footprint Of Ai, Michael P. Vandenbergh, Ethan I. Thorpe, Jonathan M. Gilligan

Michigan Journal of Environmental & Administrative Law

Artificial intelligence (AI) has the potential to create major economic and social benefits, but also to rapidly escalate electricity demand and its associated environmental impacts. Information availability has been a cornerstone of environmental law for half a century, and this Article argues that providing information to individual, corporate, and other users about the electricity demand and environmental impacts of AI can reduce those impacts without delaying development of the technology. Little is known about how different large language models (LLMs) compare on these metrics, though. To address whether users have access to the information necessary to address this shortcoming, the …

Four Decades, No Progress: Time For A Columbia River Basin Compact, Liesl L. Bogaard

Michigan Journal of Environmental & Administrative Law

Since the Power Act’s passage in 1980, the government entities who develop and implement energy policy in the Pacific Northwest have operated under a congressional mandate to protect fish and wildlife in the Columbia River Basin. However, nearly half a century later, the number of wild salmon and steelhead returning to their native spawning grounds is still in decline, largely due to dam operations in the Columbia and its tributaries. This Note examines the history of hydroelectric power generation in the Columbia River Basin and its impact on fish populations, drawing parallels between the environmental crisis in the Columbia River …

Owning Geothermal Energy, Gabriel Eckstein

Michigan Journal of Environmental & Administrative Law

Geothermal energy holds vast potential for decarbonizing the U.S. energy system, yet the sector remains significantly underdeveloped, supplying only 0.4% of the nation's electricity. A principal barrier to growth is the fragmented and ambiguous legal landscape currently governing ownership of geothermal resources: thirty-three states lack any clear statutory or common-law framework identifying who owns subsurface thermal energy. This Article examines the physical characteristics of geothermal energy, recent developments in the U.S. geothermal sector, and the principal doctrinal approaches that might govern ownership of subsurface heat, including the ad coelum doctrine, common-pool and open-access frameworks, the rule of capture, and public …

Data Siloing As A Solution To Google’S Illegal Monopoly, Derek Polson, Victoria Wood

Brigham Young University Prelaw Review

While the court-issued remedies prescribed in United States of America v. Google LLC (2024) aim to curb Google’s use of anticompetitive practices, they fail to address the structural mechanisms that sustain its monopoly. Antitrust remedies in the U.S. traditionally seek to (1) end anticompetitive practices and (2) reopen competitive market conditions. The court’s approach in this case does neither. By leaving intact Google’s ability to leverage significant barriers to entry and its unparalleled big data advantage, the court’s remedies preserve the very conditions that entrench Google’s dominance in the digital advertising and search engine markets. This note argues that data …

Regulating Ai, Jacob Leavitt

Brigham Young University Prelaw Review

Artificial intelligence, a new phenomena embedding itself in every aspect of public life, is advancing at unprecedented rates with potentially catastrophic consequences. While fragmented and reaction regulation frameworks are currently in place, based primarily on tort cases, this paper calls for a hybrid regulatory solution that combines federal administrative law and streamlined international policy. This paper assesses proposed regulatory solutions - tort law, an industry-drafted “AI Constitution,” a Communications Decency Act-style immunity framework, a domestic federal agency, and an international regulatory body. Based on these frameworks, the authors have developed five criteria for an effective solution - expertise, enforceability, obligation, …

Generative Adversarial Discrimination, Josh Fairfield

Washington and Lee Journal of Civil Rights and Social Justice

Anti-discrimination law assumes that discrimination can be detected and rectified, that the evidentiary burden of the plaintiff can in fact be met. But the evolutionary logic of AI training causes it to target vulnerable groups, lie about reasoning, and above all resist detection. Because of hidden core prompts in generative AI systems, and how those prompts interact with the nature of AI training and deployment, AI will often actively hide discrimination rather than surface and address it. Stopping this will be difficult. At present, neither humans or AI can detect this emergent dark-pattern behavior. Without legal intervention, the broad use …

To Compete Or Noncompete: Lessons On The Impact Of Unenforceable Noncompete Agreements In The Entertainment Industry, Guy Mannick

Washington and Lee Journal of Civil Rights and Social Justice

Economic and legal literature has increasingly focused on how the American legal system fails workers. One way it does so is through employee noncompetition agreements (“NCA” or “noncompete”) that limit a worker’s ability to join another company, often for better compensation and/or more responsibility. Some states enforce NCAs if they are reasonable in scope, geography, and duration; others either prohibit their application to certain types of workers or (as in California) outright prohibit them in most circumstances. More narrowly, new empirical literature about the behavioral effects of unenforceable noncompete agreements raises new questions about the behavioral impact on workers.

This …

Reel It In: Untangling The Circuit Split On The Constitutionality Of Geofence Warrants Under The Fourth Amendment, Kate P. Risser

Washington and Lee Journal of Civil Rights and Social Justice

This Note examines geofence warrants and their ongoing threat to constitutionally protected rights such as privacy, speech, and assembly. Part I will provide background information on geofence warrants and examine the prominent justifications for the use of the warrants. Part II will examine how law enforcement’s use of geofence warrants threatens citizens’ constitutionally protected fundamental rights like privacy and reproductive rights. Specifically, Part II addresses how geofence warrants disproportionately target and affect women, people of color, and low-income individuals. Part III will detail the history of the Fourth Amendment tracing its roots to before the Founding Era then exploring applicable …

Above The Flames: Autonomous Aircraft And The Evolution Of Wildfire Response, Hakela Hapner

University of the Pacific Law Review

No abstract provided.

Ab 412: A Failed Attempt At Balancing Artificial Intelligence And Copyright, Erin Forger

University of the Pacific Law Review

No abstract provided.

Artificial Intelligence In The Insurance Industry And Bad Faith Risk, Mary E. Borja, Edward J. Currie Jr., Lorelie Masters

Connecticut Insurance Law Journal

No abstract provided.

The Hidden Power Of Citizenship: Political Identity In The Twilight Zone Of Equal Protection, Charles J. Anderson

Indiana Law Journal

More than half a century ago, in the landmark case of Graham v. Richardson, the Supreme Court held that the Equal Protection Clause of the Fourteenth Amendment prohibits state-level blanket exclusions of noncitizens. That case ushered in a new rule: State classifications based on alienage are “inherently suspect” and subject to strict scrutiny. But Graham’s rule has a major exception. Just a few years after Graham was decided, the Court upheld several state laws excluding noncitizens from working as police officers, public school teachers, and probation officers. So was created what would later be termed “political function” doctrine. …

Systemically Valuable Transaction Costs, Mitchell C. Johnston

Indiana Law Journal

Ronald Coase’s famous theorem tells us that in a world without transaction costs, legal entitlements would be distributed efficiently. It is often treated as a corollary of the Coase Theorem that reductions in transaction costs generate increases in welfare as barriers to efficiency-increasing transactions fall. To be sure, not all voluntary transactions are efficiency increasing (for example, some transactions create negative externalities). In such cases, scholars have noted that transaction costs may inhibit socially inefficient transactions. But the situation is more complex. Drawing on ideas from systems theory, this Article advances a more complete theory of when transaction costs support …

The Nondiscrimination Principle, Zephyr Teachout

Fordham Law Review

No abstract provided.

The Offshore Origins Of Regulatory Arbitrage, Ian J. Murray

William & Mary Business Law Review

Especially since the 2007–08 financial crisis, commentators have seized on the term “regulatory arbitrage” to describe a sprawling range of strategic compliance behavior spanning diverse sectors of the contemporary economy. Despite the term’s prevalence, there is scant agreement on the scope of activities it describes. To some, it has become a catch-all for legal avoidance from time immemorial. Such an expansive understanding obscures the context that led the term to acquire salience and fosters a fatalist view that all regulation is futile. Resisting this trend, this Article answers calls to situate regulatory arbitrage in a richer socio-historical context. Tracing the …

United States Response To Questionnaire: Alai Congress 2026 - Copyright And Free Expression In The Age Of Algorithms, Philippa Loengard

Kernochan Center for Law, Media, and the Arts

ALAI-USA is the U.S. branch of ALAI (Association Littèraire et Artistique Internationale). ALAI-USA was started in the 1980's by the late Professor Melville B. Nimmer, and was later expanded by Professor John M. Kernochan.

The Third-Party Privacy Problem, David Sella-Villa

North Carolina Journal of Law & Technology

No abstract provided.

Stealing Hearts, And Data: Legal Ramifications And Data Privacy Risks Of Ai Companions, John G. Browning

North Carolina Journal of Law & Technology

No abstract provided.

Digital Graveyards: Addressing Video Game Obsolescence Through A Preserved Games Mandate, Matthew Winget

North Carolina Journal of Law & Technology

No abstract provided.