Digital Commons Network^™

Antitrust After The Coming Wave, Daniel A. Crane

Articles

A coming wave of general-purpose technologies, including artificial intelligence ("AI"), robotics, quantum computing, synthetic biology, energy expansion, and nanotechnology, is likely to fundamentally reshape the economy and erode the assumptions on which the antitrust order is predicated. First, AI-driven systems will vastly improve firms' ability to detect (and even program) consumer preferences without the benefit of price signals, which will undermine the traditional information-producing benefit of competitive markets. Similarly, these systems will be able to determine comparative producer efficiency without relying on competitive signals. Second, AI systems will invert the salient characteristics of human managers, whose intentions are opaque but …

Blurring Boundaries: A Proposed Research Agenda For Ethical, Legal, Social, And Historical Studies At The Intersection Of Infectious And Genetic Disease, Seethal Jose, Juli Bollinger, Gail Geller, Jeremy Greene, Leslie Meltzer Henry, Brian Hutler, Eric Thomas Juengst, Jeffrey Kahn, Anna Mastroianni, Graham Mooney

Articles

Contemporary understanding of the mechanisms of disease increasingly points to examples of “genetic diseases” with an infectious component and of “infectious diseases” with a genetic component. Such blurred boundaries generate ethical, legal, and social issues and highlight historical contexts that must be examined when incorporating host genomic information into the prevention, outbreak control, and treatment of infectious diseases.

Tax In Law Schools, Michael Hatfield

Articles

At the 2023 Association of American Law Schools Tax Section meeting, professors discussed their impressions of a decline in the number of JD students studying tax. Their impressions were consistent with declines that have been documented in similar fields. Between 2011 and 2021, U.S. accounting programs saw an 18% drop in students, while new CPA candidates declined 39% from 2010 to 2022. In the United Kingdom, the number of law schools that teach tax has diminished by 43% since 2002. This Article examines tax education in 40 U.S. law schools, focusing on course offerings and enrollment trends from 2012 to …

A Fresh Look At Judicial Remedies In Eu Equality Law And Beyond: The Untapped Possibility Of Structural Injunctions., Daniel H. Halberstam, Sina Van Den Bogaert

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This article proposes a shift in thinking about judicial remedies (or “sanctions”), from anti-discrimination law to equal pay and beyond.We suggest the currently preferred remedies – one-off declarations, compensation, fines, and simple orders to obey the law – may be insufficient when confronting a recalcitrant institution, complex violations, and broad, ongoing harm. In such cases, we suggest considering a remedy long overlooked in Europe: a “structural injunction”, i.e. ordering changes to an offending organization’s structure, processes, or rules. We argue that under certain circumstances, an injunction, including a structural injunction, may be appropriate or required under EU law to remedy …

The Origins Of The Major Questions Doctrine, Rachel Rothschild

Articles

In a series of recent cases, the Supreme Court has invoked the newly named “major questions doctrine” to strike down agency regulations that protect public health and the environment. Several Justices have argued that while the name “major questions” may be new, these decisions are simply the latest iteration in a longstanding effort of the courts to curtail the explosive growth of the administrative state since 1970. The first paradigmatic example of this line of cases is the 1980 “Benzene” case, in which the Supreme Court set aside the Occupational Safety and Health Administration (OSHA)’s new workplace standards for the …

Theistic Illiberal Constitutionalism: A Review Of Adrian Vermeule’S Common Good Constitutionalism, Kyron J. Huigens

Articles

Adrian Vermeule’s Common Good Constitutionalism drew a remarkable amount of attention from constitutional law scholars when it was published in 2020. About eighteen months later, Vermeule published a piece complaining that the critics had missed the point, that they had ignored the natural law jurisprudence that grounds the work. He was correct. This Review addresses Vermeule’s natural law jurisprudence, emphasizing the fact that it is a religious natural law jurisprudence. His arguments are in the tradition of ScholasticismAristotelian logic incorporated into Christian theology by St. Thomas Aquinas. Scholasticism is a remarkably weak foundation for constitutional jurisprudence. It is a vast …

A Global Model-Agnostic Rule-Based Xai Method Based On Parameterized Event Primitives For Time Series Classifiers, Ephrem T. Mekonnen, Luca Longo, Pierpaolo Dondio

Articles

Time series classification is a challenging research area where machine learning and deep learning techniques have shown remarkable performance. However, often, these are seen as black boxes due to their minimal interpretability. On the one hand, there is a plethora of eXplainable AI (XAI) methods designed to elucidate the functioning of models trained on image and tabular data. On the other hand, adapting these methods to explain deep learning-based time series classifiers may not be straightforward due to the temporal nature of time series data. This research proposes a novel global post-hoc explainable method for unearthing the key time steps …

Comparing The Roles Of Secondary Schools And Universities In The Formation Of British Cabinet Ministers1922-2022, John William Hogan, Sharon Feeney

Articles

The role played by the education system in the creation and reproduction of governing elites, and its countervailing potential to create a more meritocratic and egalitarian society, has been a topic of enduring concern. However, these debates have been rendered opaque by an inability to directly compare elite formation systems both within and between countries. To resolve this problem, we employ elite formation quantitative indices to compare the roles of the secondary school and higher education systems, of the United Kingdom of Great Britain and Northern Ireland, in the formation of its political elite – cabinet ministers – between 1922–2022. …

The Sufficiency Of Disclosure Of Ai Inventions, Mateo Aboy, Aparajita Lath, Timo Minssen, Kathleen Liddell

Articles

• The complex and data-driven nature of artificial intelligence (AI) raises questions for the sufficient disclosure of patent applications in this field. What are the European patent disclosure requirements for AI inventions?

• One challenge is that, prior to training, AI systems can be considered generic models. But after training, they transform into specialized AI systems to solve a particular problem. This transformation requires training data, making it an integral part of the AI system’s definition. But to what extent is the disclosure of the training data or training process necessary for patent disclosure?

• The Boards of Appeal of the European Patent …

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Theoretical Justifications For Trade Secrets Protection Of Routine Business Information, Timothy Murphy

Articles

For over a century trade secret law has protected internal business information from misappropriation by departing employees. Over this time, courts developed various limiting doctrines to minimize the impact of this broad protection on employee mobility in particular cases. However, the workplace has changed significantly over this time and these changes raise substantial questions as to whether there is any valid theoretical justification for continuing to protect routine business information under trade secret law. In an environment where the vast majority of trade secrets claims are against former employees, the lack of sound justification for protecting routine business information, the …

Sex-Dependent Differences In Vulnerability To Early Risk Factors For Posttraumatic Stress Disorder: Results From The Aurora Study, Stephanie Haering, Antonia V. Seligowski, Sarah D. Linnstaedt, Vasiliki Michopoulos, Stacey L. House, Francesca L. Beaudoin, Xinming An, Thomas C. Neylan, Robert A. Swor

Articles

No abstract provided.

Sidestepping Substance: How Administrative Law Plays An Outsized Role In Shaping Environmental Policy And Why Recalibration Is Necessary, Sanne H. Knudsen

Articles

Administrative law and environmental law are companion fields. Still, they are not interchangeable. They promote different values. And yet, sometimes when courts resolve environmental disputes by relying on administrative doctrines, courts elevate the values of administrative law over those codified in environmental statutes. This is particularly concerning when courts rely on judicially-created administrative law doctrines to sidestep congressional intent as expressed by the substantive aims of environmental statutes.

To reduce the risk of sidestepping—whether inadvertent or intentional—this Article critically examines how administrative law doctrines can undermine environmental law. Drawing on prominent case examples, including the Supreme Court decision in Sackett …

Designing Self-Management For And With Persons Living With Dementia Osullivan, Dympna, Dympna O'Sullivan, Michael Wilson, Damon Berry, Orla Moran, Siobhan O,Neill, Ciaran Nugent, Jonathan Turner, Julie Doyle

Articles

Promoting high quality of life for persons living with dementia has emerged as a central goal in global public health agendas. The emphasis has shifted from extending life to actively enhancing overall well-being by postponing or preventing additional disability. This represents a departure from traditional medical perspectives on dementia to a more socially-oriented approach, placing a strong focus on wellbeing.

In parallel, the concept of self-management for people with living dementia has emerged, where this is a person-centred approach in which the individual is empowered and has ownership over the management of their life and condition. Practice recommendations for person-centered …

Should Large Corporate Mergers Be Subsidized?, Reuven S. Avi-Yonah

Articles

On March 21 Sens. Sheldon Whitehouse, DR. I., and J.D. Vance, R-Ohio, introduced the Stop Subsidizing Giant Mergers Act. They explained that large mergers have been increasing in recent years and that since 2007, up to 40 percent by value of all mergers have been structured as tax free. They argue that the tax breaks to mergers are a “wasteful subsidy.”

Unprincipled All The Way Down, Wilfred U. Codrington Iii

Articles

In 2006, the Supreme Court issued an emergency stay order in Purcell v. Gonzalez. Sparing in words and inattentive to the realities on the ground, the opinion nevertheless made a reasonable and understandable assertion: prior to issuing relief, courts presiding over elections should take into account any harms that judicial orders might cause, particularly in the lead-up to voting, alongside other considerations unique to elections. The statement was general enough to mollify the masses in the short-term. But over the long haul, it has proven to be a vehicle through which important election decisions might be made in less than …

Alternative Dispute Resolution In Agency Administrative Programs, Kristen Blankley, Kathleen Claussen, Judith Starr

Articles

This Article studies how federal agencies use and might better use different types of alternative dispute resolution (ADR)-including mediation, conciliation, facilitation, factfinding, minitrials, arbitration, and the use of ombuds-in the programs Congress has entrusted them to administer. The use of ADR by the executive branch of the federal government to resolve disputes with or among private actors has deep historical roots. ADR related to managerial agency matters such as employment or procurement is well-established across the government and performed under a uniform set of laws. Much less has been known, however, about the scope and reach of ADR in the …

Schrodinger's Dissent: The Hybrid Authority Of A Dissenting Opinion, Christina Frohock

Articles

A dissenting opinion is the Schrodinger's cat of authorities: both the law and not the law simultaneously. Courts and scholars often clarify that a dissenting opinion is not binding. Outside the universe of precedent, that authority defies easy description. Emerging from the pen of a judge wearing a black robe and acting in an official capacity, a dissenting opinion exhibits the form of the law. Yet, beneath that lofty sheen, a dissent exhibits the substance of commentary. A dissenting judge writes to undercut the law, providing a case law coda. This Article describes the traditional categories of authority, primary and …

Systemic Regulation Of Artificial Intelligence, Yonathan Arbel, Matthew Tokson, Albert Lin

Articles

Today's artificial intelligence ("AI") systems exhibit increasing capabilities across a remarkable variety of tasks. The rapid growth in AI ability has caught the attention of policymakers, parliaments, and the United Nations. These entities are increasingly looking towards regulating AI, not only in its particular applications, but as a technology. Yet legal scholarship has thus far offered little to this new and critical regulatory conversation, which has instead been dominated by computer scientists and technologists.

This Article begins the project of assessing AI's broader risks and law's role in addressing them. These risks are wide ranging -they span harms to vulnerable …

Microglial Piezo1 Mechanosensitive Channel As A Therapeutic Target In Alzheimer's Disease, Erol D Ikiz, Erin R Hascup, Chilman Bae, Kevin N Hascup

Articles

Microglia are the resident macrophages of the central nervous system (CNS) that control brain development, maintain neural environments, respond to injuries, and regulate neuroinflammation. Despite their significant impact on various physiological and pathological processes across mammalian biology, there remains a notable gap in our understanding of how microglia perceive and transmit mechanical signals in both normal and diseased states. Recent studies have revealed that microglia possess the ability to detect changes in the mechanical properties of their environment, such as alterations in stiffness or pressure. These changes may occur during development, aging, or in pathological conditions such as trauma or …

Investigation Of The Uv-Resistance Of Photopolymerisable Glass For Space Applications, Luca Sorridente, Tatsiana Mikulchyk, Izabela Naydenova, Kevin Murphy

Articles

The progress of space based scientific research leads to an increasing demand for more efficient and less bulky instruments. Conventional refractive elements make up a critical part of many optical instruments launched into space; however, they can be bulky and heavy. Holographic optical elements are an efficient alternative to replace the conventional optical elements as they are lightweight and can be miniaturized. Current materials typically used for volume holographic optical elements are not robust enough for use in space environment. Recently a promising photopolymerisable glass has been developed using a sol-gel technique, which can provide dry layers suitable for holographic …

Photopolymer Material Durability And Safety In Holographic Diffusers For Visual Applications, Matthew Hellis, Alan Casey, Edoardo Splendi, Suzanne Martin, Matthew Sheehan, Kevin Murphy

Articles

This study introduces novel holographic diffuser applications employing acrylamide- or diacetone acrylamide-based photopolymers, patterned within the volume on a micron scale by a single-beam holographic recording process. These diffusers have previously been presented as potential treatments for amblyopia and diplopia. This work has now been extended to spectrometric analysis to determine their properties under broadband light. Diffusive elements with higher diffusion efficiencies exhibited a marginal reduction (< 5%) in diffusion efficiency across most of the visible spectrum. Given the intended application of these holographic diffusers, cytotoxicity assessments were also performed. This is significant as there is a difference in toxicity between the crystalline acrylamide (classified as a category 3 material) and diacetone acrylamide (classified as a category 4 material). The findings indicated substantially lower toxicity in holograms produced with diacetone acrylamide-based photopolymer. The accelerated ageing of both formulations of holographic diffusers indicated that the acrylamide-based holographic diffusers did not reduce efficacy in the 292 days of ageing. The diacetone acrylamide-based holographic diffusers exhibited reduced efficacy by day 182. Despite this, both formulations have been shown to perform for prolonged periods as the treatment modality would require. These results emphasise that holographic diffusers exhibit minimal spectral impact, and longevity on the scale of treatment regimes which are crucial considerations for their prospective use case as treatments for amblyopia and diplopia.

The Broader Lessons Of Privacy Law, Salome Viljoen

Articles

This Article explores the trend of privacy—and what kind of techno-social or legal effect ought to count as a “privacy harm”—expanding to encompass a growing set of social factors. This big-tent approach to privacy has several virtues. However, it also comes with a few costs. While others have explored the conceptual and doctrinal tradeoffs that an expansive approach to privacy may entail, this Article focuses on a secondary effect the trend toward expansiveness has had on the relationship between privacy scholarship and legal scholarship more broadly. This Article suggests that the internal expansiveness of privacy means that insights developed within …

Cognitive Impairment In The Primary Care Clinic., Cindy L Womack, Andrea Perkins, Jennifer M Arnold

Articles

Cognitive impairment is a common problem in the geriatric population and is characterized by variable symptoms of memory difficulties, executive dysfunction, language or visuospatial problems, and behavioral changes. It is imperative that primary care clinicians recognize and differentiate the variable symptoms associated with cognitive impairment from changes attributable to normal aging or secondary to other medical conditions. A thorough evaluation for potentially reversible causes of dementia is required before diagnosis with a neurodegenerative dementia. Other abnormal neurologic findings, rapid progression, or early age of onset are red flags that merit referral to neurology for more specialized evaluation and treatment.

Free Speech Originalism: Unconstraining In Theory And Opportunistic In Practice, Caroline Mala Corbin

Articles

Courts should not apply originalism in freedom of expression cases. Originalists claim that originalism prevents judges from imposing their own views. It does not-not in theory and not in practice. Instead, as the treatment of hate speech bans suggests, it is not principles but outcomes that determine whether and which version of originalism is used. Moreover, a true originalist First Amendment would likely lead to impoverished free speech protections.

Part I provides background on original public meaning originalism, the iteration of originalism currently favored by scholars. It also explains how the theory falls short of its original promise of limiting …

Water Management And Conservation In India Fostering Water Justice: Arguing For Adopting Just Sustainability In Water Governance, Gayathri D Naik Dr, Sanjay Shenoi P

Articles

The water sector is characterised by everyday water injustices where factors like social discrimination, economic disparities, and political preferences influence the determination of water resource access, allocation, and management. The increasing anthropogenic impacts on water resources and consequent threats to sustainability add to the water injustices, often impacting the poorer, socially downtrodden communities that bear the brunt of water scarcity and cannot afford alternatives. The current water governance patterns, prioritising equality over equity, fail to address the issues of water injustices created by social, political, and economic factors in water management and sideline the ecological impacts on water resources. Moving …

Economic Security And The Separation Of Powers, Kathleen Claussen, Timothy Meyer

Articles

The U.S. Constitution grants Congress the power "[t]o regulate Commerce with foreign Nations," but today the exercise of the foreign commerce power resides primarily with the executive branch. That transfer of control is partly the result of significant delegations of responsibility for managing foreign commerce from Congress to the executive. It is also, however, the result of the securitization of foreign commerce. The executive branch asserts that foreign commerce issues fall under its constitutional powers over foreign affairs, and, thus, that it enjoys authority over foreign commerce that exceeds the scope of congressional delegations.

This Article makes three contributions. First, …

Subjective Beliefs About Contract Enforceability, J. J. Prescott, Evan Starr

Articles

This article assesses the content, role, and adaptability of subjective beliefs about contract enforceability in the context of postemployment covenants not to compete (noncompetes). We demonstrate that employees tend to believe that even clearly unenforceable noncompetes are enforceable, including their own. We provide evidence for both supply- and demand-side stories that explain employees’ persistently inaccurate beliefs. Moreover, we show that believing that unenforceable noncompetes are enforceable likely causes employees to forgo better job opportunities and to perceive that their employer is more likely to sue them if they choose to compete. Finally, we use an information experiment to inform employees …

Redistributing Justice, Benjamin Levin, Kate Levine

Articles

This Essay surfaces an obstacle to decarceration hiding in plain sight: progressives’ continued support for the carceral system. Despite progressives’ increasingly prevalent critiques of criminal law, there is hardly a consensus on the left in opposition to the carceral state. Many left-leaning academics and activists who may critique the criminal system writ large remain enthusiastic about criminal law in certain areas— often areas in which defendants are imagined as powerful and victims as particularly vulnerable.

In this Essay, we offer a novel theory for what animates the seemingly conflicted attitude among progressives toward criminal punishment—the hope that the criminal system …

Medical-Legal Partnerships Reinvigorate Systems Lawyering Using An Upstream Approach, Kate L. Mitchell, Debra Chopp

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The upstream framework presented in public health and medicine considers health problems from a preventive perspective, seeking to understand and address the root causes of poor health. Medical-legal partnerships (MLPs) have demonstrated the value of this upstream framework in the practice of law and engage in upstream lawyering by utilizing systemic advocacy to address root causes of injustices and health inequities. This article explores upstreaming and its use by MLPs in reframing legal practice.

Should U.S. Tax Law Be Constitutionalized?, Reuven S. Avi-Yonah

Articles

Moore is the first Supreme Court case involving a constitutional challenge to a federal income tax law since Macomber, which was decided more than a century ago. Whatever way the Court rules, other such cases are likely to be brought and some of them may reach the Court. Moore won’t be the last case of its kind.