Digital Commons Network^™

Virtual Energy, Joel B. Eisen, Felix Mormann, Heather E. Payne

Faculty Scholarship

From employment to education, many areas of our daily lives have gone virtual, including the virtual workplace and virtual classes. By comparison, the way we generate, deliver, and consume electricity is an anachronism. And the electric industry’s outdated business model and regulatory framework are failing. For the last century-and-a-half, we have relied on ever larger power plants to generate the electricity we consume, often hundreds of miles away from the point of production. But the outsized carbon footprint of these power plants and the need to transmit their output over long distances threaten the electric grid’s reliability, affordability, and long-term …

Digital Resurrection Of Historical Figures: A Case Study On Mary Sibley Through Customized Chatgpt, James Hutson, Paul Huffman, Jeremiah Ratican

Faculty Scholarship

This study investigates the emerging realm of digital resurrection, focusing on Mary Sibley (1800–1878), the esteemed founder of Lindenwood University. The core objective was to demonstrate the capability of advanced artificial intelligence, specifically a customized version of ChatGPT, in revitalizing historical figures for educational and engagement purposes. By integrating comprehensive diaries from Sibley with Claude 2.0, the research utilized a substantial autobiographical dataset to develop a GPT beta version that replicates her distinct voice and tone. The incorporation of her official portrait and diaries into the GPT Builder was pivotal, creating an interactive platform that accurately reflects her perspectives on …

If Not Here, Where?: Transnational Litigation Against U.S. Tech Giants Around The World, Pamela K. Bookman

Faculty Scholarship

In recent suits around the world against U.S. tech giants-e.g., litigation in Canada against Twitter (now X), in Kenya against Facebook, and in Europe against Google-plaintiffs urge foreign courts to adapt concepts like specific personal jurisdiction in flexible ways to allow litigation to proceed. In their defense, the U.S. companies are reusing the argument that similarly situated defendants successfully deployed in U.S. courts over the last few decades-that the cases are too foreign and do not belong in these courts. But these defendants have lost their home court advantage. They find themselves in courts with closer ties to the disputes …

Covid-19 Pediatric Vaccine Authorization, Fda Authority, And Individual Misperception Of Risk, Joanna K. Sax, Neal Doran

Faculty Scholarship

Vaccines are one component to the public health strategies to alleviate the COVID-19 pandemic. Hesitancy regarding COVID-19 vaccines in the United States has been problematic, which is not surprising given increasing overall vaccine hesitancy in recent decades. Most vaccines are administered during childhood years. Consequently, understanding hesitancy toward administration of vaccines in this age group may provide insight into possible interventions to reduce vaccine hesitancy. The present study analyzed a subset of over 130,000 public comments posted in response to a notice of meeting of the vaccine advisory group to the Food and Drug Administration. The meeting addressed whether to …

Are ‘Friends’ Electric?, James Cooper

Faculty Scholarship

No abstract provided.

A Framework For Applying Copyright Law To The Training Of Textual Generative Artificial Intelligence, Art Neill, James Thomas, Erika Lee

Faculty Scholarship

The rise in the popularity of consumer-facing generative artificial intelligence (GenAI) has created considerable confusion and consternation among some copyright owners. The ability to automate the generation of original works based on user input is considered by some copyright holders to have been made possible by large-scale direct infringement by OpenAI, Microsoft, and other major GenAI developers. This article explores the application of copyright law to the training of OpenAI’s ChatGPT, specifically focusing on the legal issues surrounding the unauthorized use of copyrighted textual works in the GenAI training process.

The large language models (LLMs) that drive ChatGPT and similar …

Governing Generative Ai, Daryl Lim

Faculty Scholarship

This Article paper explores the evolving landscape of copyright law in the age of generative artificial intelligence, dissecting the multifaceted challenges and opportunities it presents for creators, legal practitioners, and policymakers. Part I, “Governing Authorship,” delves into the existential questions AI poses to traditional notions of creativity and authorship, illustrating the tension between innovation and the preservation of human creators’ rights within existing legal frameworks. Part II, “Governing Infringement,” examines the intricate issues of copyright infringement in the digital era, especially the unauthorized use of copyrighted content by AI for training purposes and the exploration of private ordering mechanisms as …

Manipulating Citadel: Profiting At The Expense Of Retail Stock Traders' Market Makers, Merritt B. Fox, Lawrence R. Glosten, Sue S. Guan

Faculty Scholarship

This Article considers whether securities market strategies designed to profit at the expense of so-called “internalizers” should properly be considered illegal manipulation. An internalizer acquires from a brokerage firm the right to be the market maker for the broker’s full order flow from its retail customers, promising in return to execute each order at a price slightly better than the best price available on any exchange (“price improvement”) as well as to pay the broker a fee for each executed order (“payment for order flow”). Almost all retail trading — about 29% of the country’s total share volume — is …

Reflections On Race, The Constitution, And Growing Up In The Segregated South, Walter Dellinger

Faculty Scholarship

The following passages are excerpted from the manuscript entitled Balcony Reserved for White Spectators that Walter Dellinger was writing at the time of his death in February 2022. These particular excerpts were chosen first and foremost because they demonstrate Dellinger’s unwavering and lifelong commitment to the pursuit of racial justice. But they were also chosen because they illustrate the array of talents that Dellinger brought to his work—his encyclopedic knowledge of constitutional history, his powers of legal analysis and persuasion, his attunement to the latent meanings in popular culture, and last, but certainly not least, his spellbinding storytelling.

Note: The …

Grid Reliability In The Electric Era, Joshua C. Macey, Shelley Welton, Hannah Jacobs Wiseman

Faculty Scholarship

The United States has delegated the responsibility of keeping the lights on to a self-regulatory organization called the North American Electric Reliability Corporation (NERC). Although NERC is a crucial example of industry-led governance—and regulates in an area that is central to our economy and basic human survival—this unusual institution has received scant attention from policymakers and scholars. Such attention is overdue. To decarbonize its economy, the United States must enter a new “electric era,” transitioning many sectors to run on electricity while also transforming the electricity system itself to run largely on clean but intermittent renewable resources. These new resources …

Older Women Workers, The Pandemic, Employment Discrimination And Lifetime Disadvantage, Susan Bisom-Rapp

Faculty Scholarship

As a group, older women workers were among those most severely impacted by the COVID-19 crisis. Drawing from both intersectionality and cumulative disadvantage theory, the Model of Lifetime Disadvantage created by Bisom-Rapp and Sargeant helps frame the position of these workers in the labor market prior to and during the pandemic. The model also explains why and how disjointed, incremental legal interventions are unable to meet the challenge of gendered ageism, which surged during the crisis. Disasters produce impacts unevenly on individuals and communities. Older women are a diverse group, whose social position is mediated by race, ethnicity, sexual orientation …

Integrating Art And Ai: Evaluating The Educational Impact Of Ai Tools In Digital Art History Learning, James Hutson

Faculty Scholarship

This study delves into the burgeoning intersection of Artificial Intelligence (AI) and art history education, an area that has been relatively unexplored. The research focuses on how AI art generators impact learning outcomes in art history for both undergraduate and graduate students enrolled in Ancient Art courses, covering eras from ancient Mesopotamia to the fall of Rome. Utilizing a mixed-methods approach, the study analyzes AI-generated artworks, reflective essays, and survey responses to assess how these generative tools influence students’ comprehension, engagement, and creative interpretation of historical artworks. The study reveals that the use of AI tools in art history not …

Roads Not Taken On Affirmative Action, Robert L. Tsai

Faculty Scholarship

The law of affirmative action is a mess. In the short term, legal doctrine is constrained by path dependence, but its long-term future is murkier due to the many unforeseen contingencies. To regain a sense of the possible, this Article looks forward to the future of equality jurisprudence by looking backward. It recovers three roads not taken. First, the Supreme Court could have kept expectations minimal by hewing closely to the methods and rhetoric of fairness rather than ratifying a consumerist model of entitlement by deploying an individualistic vision of equality. Second, the justices might have endorsed a robust right …

The War On Higher Education, Athena Mutua, Jonathan Feingold, Angela Harris, Emily Houh, Matthew Patrick Shaw, Frank Valdes

Faculty Scholarship

Academic freedom is under assault in the United States.¹ Like the authoritarian populism rising across the globe, domestic attacks on individual professors and academic institutions buttress a broader and multifaceted campaign to undermine multiracial democracy and the institutions that sustain and safeguard it.² The individuals and entities driving this antidemocratic movement have also targeted the electoral process; public education; the right to bodily autonomy; the civil rights and liberties of minoritized and marginalized communities; and freedom of speech and expression (increasingly marshaled against pro-Palestinian advocacy).³ Their openly stated goal is to delegitimize, defund, and “lay siege to” …

Toward Best Practices For Trade-Security Measures, Harlan G. Cohen

Faculty Scholarship

The global economy is increasingly being weaponized. Citing security concerns from traditional defence to economic competitiveness, health emergency, and climate crisis, states are turning to sanctions, tariffs, export controls, investment screening, and subsidies. But while economic statecraft is becoming common, rules remain scarce. Questions about notice, duration, proportionality, harm minimization, compensation, retaliation, and/or rebalancing lack clear answers and seem almost theoretical. Once, we might have hoped the World Trade Organization (WTO) would play a role in developing such rules. But in the absence of an Appellate Body and in the face of state rejections of review, WTO’s deliberative processes have …

Revisioning Algorithms As A Black Feminist Project, Ngozi Okidegbe

Faculty Scholarship

We live in an age of predictive algorithms.¹ Jurisdictions across the country are utilizing algorithms to make or influence life-altering decisions in a host of governmental decision-making processes—criminal justice, education, and social assistance to name a few.² One justification given for this algorithmic turn concerns redressing historical and current inequalities within governmental decision-making.³ The hope is that the predictions produced by these predictive systems can correct this problem by providing decision-makers with the information needed to make fairer, more accurate, and consistent decisions.⁴ For instance, jurisdictions claim that their turn to risk assessment algorithms in bail, …

Kafka In The Age Of Ai And The Futility Of Privacy As Control, Daniel Solove, Woodrow Hartzog

Faculty Scholarship

Despite writing more than a century ago, Franz Kafka captured the core problem of digital technologies—how individuals are rendered powerless and vulnerable. Over the past fifty years, and especially in the twenty-first century, privacy laws have been sprouting up around the world. These laws are often based heavily on an Individual Control Model that aims to empower individuals with rights to help them control the collection, use, and disclosure of their data.

In this Article, we argue that although Kafka starkly shows us the plight of the disempowered individual, his work also paradoxically suggests that empowering the individual isn’t the …

The Partisan Republic: Democracy. Exclusion, The The Fall Of The Founders' Constitution, 1780s-1830s, Matthew Crow, Katlyn Marie Carter, Graham G. Dodds, Jessica K. Lowe, Stephen J. Rockwell, Saul Cornell, Gerald F. Leonard

Faculty Scholarship

This article is a forum on Gerald Leonard and Saul Cornell's The Partisan Republic: Democracy. Exclusion, and the Fall of the Founders' Constitution, 1780s-1830s (Cambridge University Press, 2019). ISBN 978-1-107-02416-8

Roundtable Contents:

• Introduction by Matthew Crow, Hobart and William Smith Colleges
• Review by Katlyn Marie Carter, University of Notre Dame
• Review by Graham G. Dodds, Concordia University, Montreal, Canada
• Review by Jessica K. Lowe, University of Virginia School of Law
• Review by Stephen J. Rockwell, St. Joseph's University
• Author's Response by Saul Cornell, Fordham University
• Author's Response by Gerald Leonard, Boston University

An Empirical Study Of The Dmca's Anti-Circumvention Provisions, Clark Asay

Faculty Scholarship

The DMCA has been a flashpoint during most of its twenty-five-year existence. One of the most controversial parts of the DMCA is Section 1201. Among other things, Section 1201 prohibits third parties from circumventing certain controls to copyrighted content or trafficking in tools that enable circumvention of technological controls. However, despite its nearly quarter-of-a-century lifespan, we know very little about Section 1201 empirically. While certain aspects of the broader DMCA have received empirical assessments, Section 1201 has not. Our understanding of Section 1201 is largely based on anecdotal evidence, in the form of leading opinions from historically prominent copyright circuits. …

Fights Over Continuity - In Life And Law, Jamison E. Colburn

Faculty Scholarship

What is the whole: a river or that river and its tributaries? There is no “natural” answer to the question, only so many answers as there are reasons for asking. Lately, the Clean Water Act has been the captive of such diversions in our Supreme Court’s agenda. Changing it will not free it from that captivity. For whatever reforms we choose could still provide boundless opportunities for frustration in questions like the above. If the Court is as eager to cause that frustration as it has appeared lately, maybe we should help the Court to its fight with this iconic …

Racial Targets, Atinuke O. Adediran

Faculty Scholarship

It is common scholarly and popular wisdom that racial quotas are illegal. However, the reality is that since 2020’s racial reckoning, many of the largest companies have been touting specific, albeit voluntary, goals to hire or promote people of color, which this Article refers to as “racial targets.” The Article addresses this phenomenon and shows that companies can defend racial targets as distinct from racial quotas, which involve a rigid number or proportion of opportunities reserved exclusively for minority groups. The political implications of the legal defensibility of racial targets are significant in this moment in American history, where race …

Beyond Implicit Bias, Thomas Albright, William A. Darity Jr., Diana Dunn Dunn, Rayid Ghani, Deena Hayes-Greene, Tanya K. Hernandez, Sheryl Heron

Faculty Scholarship

In their introduction to this edition of Dædalus, Goodwin Liu and Camara Phyllis Jones write that “it is unlikely that implicit bias can be effectively addressed by cognitive interventions alone, without broader institutional, legal, and structural reforms.” They note that the genesis for the volume was a March 2021 workshop on the science of implicit bias convened by the Committee on Science, Technology, and Law of the National Academies of Sciences, Engineering, and Medicine. That workshop provided an opportunity to demonstrate that implicit bias is a common form of cognitive processing that develops in response to social, cultural, and …

The Global Tax Deal And The New International Economic Governance, Rebecca Kysar

Faculty Scholarship

The ethos of economic integration and trade liberation no longer reigns supreme. Instead of multilateral trade agreements, nations are turning towards protectionism and unilateralism. Yet in late 2021, nearly 140 countries agreed to a new global tax deal that is aimed at coordinating their tax systems to curtail tax competition and corporation profit shifting to tax havens, as well as constructing a new allocation of taxing rights among nations. Although multilateral trade agreements now seem out of reach, tax multilateralism is ascendant. This is surprising given the deep tradition of national control over tax policy. It also perplexing since international …

Two Ai Truths And A Lie, Woodrow Hartzog

Faculty Scholarship

Industry will take everything it can in developing Artificial Intelligence (AI) systems. We will get used to it. This will be done for our benefit. Two of these things are true and one of them is a lie. It is critical that lawmakers identify them correctly. In this Essay, I argue that no matter how AI systems develop, if lawmakers do not address the dynamics of dangerous extraction, harmful normalization, and adversarial self-dealing, then AI systems will likely be used to do more harm than good.

Given these inevitabilities, lawmakers will need to change their usual approach to regulating technology. …

The Implications Of Section 230 For Black Communities, Spencer Overton, Catherine Powell

Faculty Scholarship

Section 230 of the Communications Decency Act generally immunizes online platforms such as Facebook, YouTube, Amazon, and Uber from liability for third-party user content (for example, posts, comments, and videos) and for moderation of that content. This Article addresses an important issue overlooked by both defenders and critics of Section 230: the implications of the law and proposed reforms for Black communities in particular. By relieving tech platforms of most legal liability for third-party content, Section 230 helps facilitate Black social activism, entrepreneurship, and artistic creativity. Section 230 also relieves platforms of most legal liability for content moderation, which boosts …

Sharing Pathogen Sequence Data For Global Scientific Research Under The Nagoya Protocol To The Convention On Biological Diversity, Jerome H. Reichman, Carolina Dos S. Ribeiro, George B. Haringhuizen, Paul F. Uhlir

Faculty Scholarship

The Nagoya Protocol to the Convention on Biological Diversity (CBD) has threatened to impede access to genetic resources and related data for cross-border scientific research. In principle, every use of genetic resources would require a set of contracts under the CBD, in a “bilateral” regime. The related transaction costs could overwhelm many transnational research undertakings, affecting even public health responses to outbreaks and epidemics. However, the Nagoya Protocol also offers a unique opportunity to resolve this dilemma, despite struggles to define the meaning and coverage of “digital sequence information.” The coverage of genetic sequence data under the CBD remains controversial …

Ucc § 2-510: A Commercial Law Blunder?, Steven L. Schwarcz

Faculty Scholarship

Commercial law, as codified by the Uniform Commercial Code ("UCC"), recognizes certain important policy goals and commercial realities as a basis to override property law. Among other provisions, § 2-509 of the UCC allocates the risk of loss to goods in transit to the party who controls and would be expected to insure the goods, whether or not that party owns the goods at the time of their loss. Promoting commercial reality over the "arbitrary shifting" of rights based on property has been widely praised. Shortly after that risk-of-loss provision was enacted, however, it was modified by an additional UCC …

Deepfakes In Court: How Judges Can Proactively Manage Alleged Ai-Generated Material In National Security Cases, Abhishek Dalal, Chongyang Gao, Paul W. Grimm, Maura R. Grossman, Daniel W. Linna Jr., Chiara Pulice, V. S. Subrahmanian, John Tunheim

Faculty Scholarship

Dall-E. ChatGPT GPT-4. Words that did not exist in the English lexicon just a few years ago are now commonplace. With the widespread availability of Artificial Intelligence (AI) tools, specifically Generative AI, whether in the context of text, audio, video, imagery, or even combinations of these, it is inevitable that trials related to national security will involve evidentiary issues raised by Generative AI. We must confront two possibilities: first, that evidence presented is AI-generated and not real and, second, that other evidence is genuine but alleged to be fabricated. Technologies designed to detect AI-generated content have proven to be unreliable, …

Improving Risk Governance Strategies Via Learning: A Comparative Analysis Of Solar Radiation Modification And Gene Drives, Khara Grieger, Jonathan B. Wiener, Jennifer Kuzma

Faculty Scholarship

Stratospheric aerosol injection (SAI) and gene drive organisms (GDOs) have been proposed as technological responses to complex entrenched environmental challenges. They also share several characteristics of emerging risks, including extensive uncertainties, systemic interdependencies, and risk profiles intertwined with societal contexts. This Perspective conducts a comparative analysis of the two technologies, and identifies ways in which their research and policy communities may learn from each other to inform future risk governance strategies. We find that SAI and GDOs share common features of aiming to improve or restore a public good, are characterized by numerous potential ecological, societal, and ethical risks associated …

Human Psychology And Robot Evidence In The Courtroom, Alternative Dispute Resolution, And Agency Proceedings, Sara Sun Beale, Hayley Lawrence

Faculty Scholarship

In human–robot interactions in legal proceedings, human responses to robot-generated evidence will present unique challenges to the accuracy of litigation as well as ancillary goals such as fairness and transparency, though it may also enhance accuracy in other respects. The most important feature of human–robot interactions is the human tendency to anthropomorphize robots, which can generate misleading impressions and be manipulated by designing robots to make them appear more trustworthy and believable. Although robot-generated evidence may also offer unique advantages, there are concerns about the degree to which the traditional methods of testing the accuracy of evidence, particularly cross-examination, will …