Digital Commons Network^™

Pave Outer Space And Put Up A Parking Lot: Lagrange Points Should Be The Common Heritage Of Mankind, David A. Koplow

Michigan Journal of International Law

Outer space offers a vast array of opportunities, with different locations or regions available for exploitation by diverse users for a growing variety of satellite functions. But not all sectors of space are equally valuable for all applications, and the most desirable venues can become crowded, affording a premium for those who gain access first and impeding the development of a fair and efficient all-inclusive international legal regime.

This article focuses on Lagrange points, a finite series of special locations in space where the gravitational forces from a pair of large celestial bodies interact in unusual ways. These points afford …

A Deep Look At Copyright’S Volitional Conduct Doctrine And Generative Artificial Intelligence, Aleksander J. Goranin

Emory Law Journal

This Article examines copyright’s volitional conduct doctrine, as applied to generative artificial intelligence (AI) systems. It traces the doctrine’s origins and evolution through key court decisions, analyzing its underlying rationale as a response to the harshness of the RAM copy rule and its elaboration as a proximate causation doctrine. The Article then evaluates how classic volitional conduct analogies to copy shops and photocopies may fit generative AI systems. Ultimately, the Article proposes a jury instruction to guide application of the volitional conduct doctrine in generative AI cases. The Article argues that the doctrine serves an important role in copyright law, …

Transforming Tax Expenditures, Sloan G. Speck

Publications

For decades, reformers have advocated the repeal of tax expenditures--disguised government spending through special preferences in the Internal Revenue Code. And yet, tax expenditures persist, impairing federal tax receipts by more than $1.8 trillion in 2024. This Article introduces a novel mechanism for tax expenditure reform. To the extent that direct statutory repeal proves impossible or impractical, lawmakers can achieve an equivalent result through a strategy of legislative anti-repeal. By radically expanding a tax expenditure's legal scope, then adjusting progressive income tax rates to account for revenue loss and distributional considerations, lawmakers can effectively eliminate tax expenditures from the tax …

Nist's Software Un-Standards, Bryan H. Choi

Publications

The National Institute of Standards and Technology (NIST) has become a beacon of hope for those who trust in federal standards for software and AI safety. Moreover, lawmakers and commentators have indicated that compliance with NIST standards ought to shield entities from liability. With more than a century of expertise in scientific research and standard setting, NIST would seem to be uniquely qualified to develop such standards.

But as I argue in this Article, this faith is misplaced. NIST’s latest forays in risk management frameworks disavow concrete metrics or outcomes, and solicit voluntary participation instead of providing stable mandates. That …

Toward Objectivity In International Criminal Law: Modeling Genocide, Kevin Chamow

Student Works

No abstract provided.

A Clash Of The Clauses: The Constitutionality Of The Nation’S First Public, Religious Charter School, Alisha Camacho Clegg

Oklahoma Law Review

No abstract provided.

When Should Training An Ai Model Prevail Against Copyright Infringement?, Jeffrey Greenbaum

Oklahoma Law Review

No abstract provided.

Strategies For Unsecured Creditors To Mitigate The Pro-Debtor Policies Of Subchapter V And Suggestions For Changes To The Bankruptcy Code, Micah Mays

Oklahoma Law Review

No abstract provided.

Blockchain: A Practical Solution To Monitor Corporate Supply Chains, Gaige J. Graham

Wyoming Law Review

The persistence of human rights abuses within the Democratic Republic of the Congo (DRC)—particularly in the cobalt mining industry— underscore the failure of international labor protections and corporate due diligence. Despite the International Labor Organization and United Nations Guiding Principles on Business and Human Rights (Ruggie Principles), corporations continue to profit from child labor, forced labor, and unregulated artisanal mining. Existing accountability mechanisms, reliant on state enforcement and voluntary corporate compliance, have proven inadequate to address these labor issues. This Comment argues that blockchain technology offers a practical, scalable solution for supply chain transparency, capable of mitigating labor rights violations …

Generative Ai And Finding The Law, Paul D. Callister

Faculty Works

Legal information science requires, among other things, principles and theories. The article states six principles or considerations that any discussion of generative AI large language models and their role in finding the law must include. The article concludes that law librarianship will increasingly become legal information science and require new paradigms. In addition to the six principles, the article applies ecological holistic media theory to understand the relationship of the legal community’s cognitive authority, institutions, techné (technology, medium and method), geopolitical factors, and the past and future to understand the changes in this information milieu. The article also explains generative …

Ai Lawyering Skills Trainers: Transforming Legal Education With Generative Ai, Alexandria Serra

Faculty Works

The integration of generative AI (GenAI) tools in legal education is not just an innovation—it's a transformative shift redefying how law students acquire and refine advocacy skills. This article examines AI’s critical role in modernizing legal education, emphasizing its potential to offer personalized, one-on-one coaching that enhances student learning and engagement. As AI reshapes the legal profession, law schools must evolve to prepare students for an AI-driven future. Serving as a practical guide, this article provides a step-by-step framework for educators and institutions to develop AI tools that simulate real-world courtroom scenarios and provide continuous, personalized feedback. It also highlights …

Court Review: Journal Of The American Judges Association, Vol. 61, No. 2, Eve M. Brank, David J. Dreyer, Reba Ann Page, Jane Manning

Court Review: Journal of the American Judges Association

Contents

Understanding GenAI What Courts Should Know, AI Rapid Response Team of the National Center for State Courts

Large Language Models, Newer, More Powerful Large Reasoning Models, and the Courts, Pablo Arredondo and Javed Qadrud-Din

Any Sufficiently Transparent Magic... Damien Patrick Williams

Principles and Practices for Using AI, Thomson Reuters Institute/National Center for State Courts

Evidentiary Issues Raised by Artificial Intelligence, Thomson Reuters Institute/National Center for State Courts

Bench Card: Acknowledged AI-Generated Evidence, Thomson Reuters Institute/National Center for State Courts

Bench Card: Evaluating Unacknowledged AI-Generated Evidence, Thomson Reuters Institute/National Center for State Courts

Want to Know More About AI? ABA …

Informative Jury Disagreement, Roy Baharad

Public Law and Legal Theory Working Papers

The article introduces a counterintuitive argument, contending that jury disagreement on the defendant’s guilt—a nonunanimous conviction—may well provide a more informative signal, compared to consensus. Because stronger consensus implies higher likelihood of herding, it is shown that beyond some threshold, further accumulation of votes to convict would carry negligible epistemic contribution, barely enhancing the posterior probability of guilt. On the other hand, while dissenting votes provide a direct signal of innocence, they indicate that herding has not been involved in the decision-making process, hence increase the epistemic contribution of any vote generated by said process— including votes to convict—and may …

Effects Of Round-Up On The Environment, Sandra J. Marcu

Journal of Earth and Life Science

Many people around the world have used and still currently use Roundup but are unaware of the effects it has on the environment. Roundup is a spray on application weedkiller that is widely used around the world today both residentially and commercially. It enables its user to grow a garden or a field of crops with a no-tilling approach to eliminate weeds. It is a well-known and popular choice for killing weeds that has been around since the mid 1970’s (Oca, 2017). John Franz, a Monsanto scientist discovered that glyphosate (main ingredient in Roundup) was an herbicide or weedkiller, and …

The Effectiveness Of The Minnesota Buffer Law And Its Impacts On People, Ellen P. Isakson

Journal of Earth and Life Science

In January 2015, the then-governor of Minnesota Mark Dayton announced new legislation that would require 50-foot vegetation buffers along all waterways in Minnesota; this legislation would come to be known as the Minnesota buffer law, exact requirements being “perennial vegetative buffers of up to 50 feet along lakes, rivers, and streams and buffers of 16.5 feet along ditches” (Albert, 2017; MN Board of Water and Soil Resources [MN BWSR] 4 ). A buffer in the context of vegetation and natural resource management is a strip of vegetation around a body of water “designed to intercept stormwater runoff and minimize soil …

Stars, Statutes, And Sharing: Designing Global Ip Frameworks For Space-Based Discoveries, Ed Koellner

Marquette Intellectual Property & Innovation Law Review

As humanity stretches farther into space physically, commercially, and intellectually, contemporary legal frameworks are beginning to creak under the pressure. Intellectual property laws seem to be playing catch-up. Those laws were written for a world bound by borders and gravity, not for orbital labs, the Earth’s Moon, or AI-generated inventions drifting above the Earth.

This article takes a closer look at the increasingly complex intersection of space law, intellectual property, and artificial intelligence. This domain is no longer reserved for state-led missions or high-level treaties. Now and in the near future, a university lab or a private startup might be …

Evaluating The Evaluators: The Role Of Benchmarks In Legal Ai, Jonathan A. Franklin, Sean Harrington, Christine Hye Won Park

Other Faculty Publications

No abstract provided.

The Anatomy Of Marital Happiness, Sam Peltzman

Coase-Sandor Institute for Law & Economics Research Paper Series

Since 1972, the General Social Survey has periodically asked whether people are happy with Yes, Maybe or No type answers. Here I use a net “happiness” measure, which is percentage Yes less percentage No with Maybe treated as zero. Average happiness is around +20 on this scale for all respondents from 1972 to the last prepandemic survey (2018). However, there is a wide gap of around 30 points between married and unmarried respondents. This “marital premium” is this paper’s subject. I describe how this premium varies across and within population groups. These include standard socio demographics (age, sex, race education, …

The Genesis Of Constitutions: A Natural Language Processing Approach, Tejas Ramdas, Patrick Chung-Chia Huang, Nuno Garoupa, Martin T. Wells, Yun-Chien Chang, Tom Ginsburg

Coase-Sandor Institute for Law & Economics Research Paper Series

The diffusion of constitutional ideas and models has been the subject of extensive scholarship. In this paper, we use natural language processing methods to examine the persistence of constitutional ideas and models, focusing on how 16 core and iconic constitutions influence 572 newer constitutions over a long period (1900–2020). Our findings indicate that “old” core constitutions (such as those of the U.S. of 1789, Spain of 1812, France of 1848, and to a lesser extent France of 1791) have maintained significant influence over those 121 years. Austria of 1920 and France of 1946 are the most influential among the 20th …

Grading Machines: Can Ai Exam-Grading Replace Law Professors?, Kevin L. Cope, Jens Frankenreiter, Scott Hirst, Eric A. Posner, Daniel Schwarcz, Dane Thorley

Coase-Sandor Institute for Law & Economics Research Paper Series

In the past few years, large language models (LLMs) have achieved significant technical advances, such that legal-advocacy organizations are increasingly adopting them as complements to—or substitutes for— lawyers and other human experts. Several studies have examined LLMs’ performance in taking law school exams, finding mixed results. Yet there have been no published studies systematically analyzing LLMs’ competence at one of law professors’ chief responsibilities: grading law school exams. This paper presents results of an analysis of how LLMs perform in evaluating student responses to legal analysis questions of the kind typically administered in law school exams. The underlying data come …

Variable Standards: How Many Uninjured Class Members Are Acceptable?, Tom Flesher

Touro Law Review

Purchasers of canned tuna filed a class action against tuna producers after a price-fixing scheme raised prices above competitive levels. To be certified, a class must include only members who have suffered an injury, in this case by paying a higher price than they would have in the absence of price-fixing, but it was difficult to identify which plaintiffs were uninjured and should be excluded. Dueling statistical models failed to resolve this uncertainty, with one model suggesting up to one in every three class members was not injured at all. The Ninth Circuit nonetheless allowed this class to be certified, …

Enhancing The Uniform Partition Of Heirs Property Act: The Need For Broader Use And Essential Modifications, Donna Arzanipour

Touro Law Review

The Uniform Partition of Heirs Property Act (“UPHPA”) seeks to address complex and inequitable conflicts that arise when partitioning heirs property. This Note explores the legislative history of the UPHPA, along with the legal and societal significance of the UPHPA, which provides mechanisms to prevent forced sales of family-owned property. Through a comparative analysis of states that have adopted their versions of the UPHPA, this Note considers the law’s potential to protect family land, reduce the risk of displacement, and promote longterm economic stability for communities, especially those in rural and minority populations. While recommending that all states should adopt …

On Guido Calabresi, Roger K. Newman

Touro Law Review

Few individuals have had as long and as influential a career in law as Guido Calabresi. Cofounder of the field of law and economics, teacher, dean, and judge, he has inspired (and infuriated) multitudes. On the United States Court of Appeals for the Second Circuit, where he has served for thirty years (while continuing to teach until recently), his creativity and doctrinal innovations continue apace. He has urged the academy, legislature, and bench alike to engage in continuing conversation to improve the law and its effect upon those to whom it acts. One of these areas is certification—the practice of …

A Patent System For Temple Grandin, Andrew Chin

Touro Law Review

This article explores the intersection of neurodiversity and innovation through the lens of Temple Grandin’s contributions to livestock handling systems and her philosophical alignment with the U.S. patent system. Drawing on cognitive research by Simon Baron-Cohen, archaeological insights from Penny Spikins, and personal reflections, I argue that autistic cognitive styles—characterized by heightened “folk physics” aptitudes and visual thinking—have historically driven technological progress. Grandin’s patented inventions, motivated by sensory-based empathy for animals, exemplify how neurodivergent inventors seek to embed their conceptions of ethical utility into the nation’s technological infrastructure. The article critiques modern patent litigation trends, advocating instead for a system …

Dignity, Equality, And The Duty Of Assistance, Itamar Rosensweig, Shua Mermelstein

Touro Law Review

Jewish law obligates each person to assist and respect his fellow. This includes a wide-range of interpersonal obligations, such as the duty to support the less advantaged, the duty to rescue from danger, and the duty to “love your fellow” and promote his success. In this article, we argue that these interpersonal obligations are rooted in Judaism’s conception of the person as endowed with dignity. This dignity is grounded in the notion of tzelem Elokim, in the metaphysical conception of man created in the divine image (Imago Dei). We argue that this metaphysical basis for human dignity imposes duties upon …

Reform For Realists: The False Promise Of Condorcet Voting, G. Michael Parsons, Rachel Hutchinson

Marquette Law Review

As Americans grow disenchanted with democracy, many scholars suggest that election reforms may offer a path forward. The fastest growing of these reforms is ranked choice voting (RCV). In RCV elections, voters rank candidates in order of preference: first, second, third, and so on. The candidates with the least support are eliminated, and ballots that ranked those candidates count for their next choice instead. This method has over a century of use in public elections and provides proven benefits well-suited to many of the problems facing our country.

Yet some social choice theorists now argue that reformers have backed the …

The "Not Seen" Effect Of International Financial Centers: Innovation In The Global Financial Ecosystem, Charlotte Ku, Andrew P. Morriss

South Carolina Journal of International Law and Business

International Financial Centers (IFCs) are hubs of legal and financial innovation, developing specialized frameworks that facilitate cross-border investment, enhance global capital mobility, and support economic growth. Through jurisdictional competition, professional clustering, and adaptive regulatory frameworks, IFCs have pioneered legal structures that enable enterprises of all sizes to participate in the global economy. Using case studies of the International Business Company, the Limited Liability Company, the Protected Cell Company, and advances in trust law and applying the theoretical frameworks of social scientist Richard Florida and psychologist Mihalyi Csikszentmihalyi, this article illustrates how IFCs serve as laboratories for financial experimentation, generating widely …

Navigating The Seas Of History In International Law, Valentina Vadi

South Carolina Journal of International Law and Business

Inquiries into questions of time, history, and international law have recently come to the fore. So far, however, many studies have only examined developments in international law from a temporally and thematically fragmented, brief, and narrow perspective. Due to international law’s growing normative and institutional fragmentation and emphasis on specific crises, episodes, and events, many analyses focus on transient trends and particular facets of international law. This study suggests an alternative to these constrained viewpoints: a thorough, multilayered, and broad perspective to questions of international law, drawing on Fernand Braudel’s tripartite theory of time.

Braudel’s theory of time provides valuable …

Ai Art And U.S. Copyright Decisions: What The U.S. Can Do Differently Than China And The E.U. To Efficiently Promote Balance Between Ai Innovation And Copyright Regulation, Adam Pycior

Loyola University Chicago International Law Review

The rapid development of Artificial Intelligence ("Al") in recent years has spurred a plethora of discussions concerning ethical boundaries, government regulations, and more. Thaler v. Perlmutter highlights a unique one: the challenging question of if, and how, AI generated artworks may be copyrightable. The court denied copyright to plaintiff Stephen Thaler's work "A Recent Entrance to Paradise" generated by his AI system, "The Creativity Machine," holding that autonomously generated works cannot be copyrighted under the existing precedent. However, the court failed to answer, though it acknowledged, the pressing question as to the degree of human input necessary to copyright such …

Regenerating Justice: Chatgpt And The Legal Minefield Of Generative Ai, Katie Szilagyi

Canadian Journal of Law and Technology

This paper adopts an automation bias lens to cast doubt on the growing claims that GenAI is a transformational tool for legal industry. In this context, automation bias refers to the well-known psychological phenomenon in which human decision-makers unwittingly defer to automated processes, flowing from overreliance on the accuracy of the automation. Even well-meaning individuals aiming to keep a “human-in-the-loop” of any automated decision can fall prey to this well-documented phenomenon, trusting the technology more than it deserves to be trusted. Champions for current GenAI technologies often do acknowledge limitations within the existing landscape of tools, like GenAI’s tendency to …