Digital Commons Network^™

Brokering Safety, Chinmayi Sharma, Thomas E. Kadri, Sam Adler

Articles

For victims of abuse, safety means hiding. Not just hiding themselves, but also their contact details, their address, their workplace, their roommates, and any other information that could enable their abuser to target them. Yet today, no number of name changes and relocations can prevent data brokers from sharing a victim's personal information online. Thanks to brokers, abusers can find what they need with a single search, a few clicks, and a few dollars. For many victims, then, the best hope for safety lies in obscurity-that is, making themselves and their information harder to find.

This Article exposes privacy law's …

Reimagining Legal Education: The Transformative Power Of Small-Group Instruction, Michael I. Meyerson

Articles

Legal education is failing its students. Those entering their first year of law school have greater anxiety and less developed reading and writing skills than ever before. The traditional large Socratic class, which was never the most effective teaching method, has become increasingly counterproductive.

This Article contends that small-group instruction provides the opportunity for superior teaching, especially for first-year law students. Recent scholarship in active learning, educational psychology, and students’ mental health demonstrates the limitations of the traditional large Socratic class experience. Building on that theoretical foundation and informed by sustained classroom experience, this Article argues that small-group pedagogy more …

Slurry-As-A-Service: A Modest Proposal On Scalable Pluralistic Alignment For Nutrient Optimization, Rachel Hong, Yael Eiger, Jevan Hutson, Os Keyes, William Agnew

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Pluralistic alignment has emerged as a promising approach for ensuring that large language models (LLMs) faithfully represent the diversity, nuance, and conflict inherent in human values. In this work, we study a high-stakes deployment context—mulching—where automated systems transform selected individuals into nutrientrich slurry for the dual purposes of food security and aesthetic population management. Building on recent pluralistic alignment frameworks, we introduce ValueMulch™, a reproducible training, deployment, and certification pipeline for aligning mulching models (MMs) to a wide range of community norms. Through a real-world testbed spanning 32 communities, we show that ValueMulch™ improves distributional agreement with community mulching preferences …

An Analysis Of Global And Regional Human Rights Standards On Gender-Based Violence, Tamar Ezer, Denisse R. Cordova Montes

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No abstract provided.

A Legal Transplant Failure In The Ai Age, Xuan-Thao Nguyen

Articles

Thailand positions itself as the new AI-driven innovation hub in the Southeast Asia region as Big Tech companies invest billions in building new data centers to power the AI transformations in all sectors in Thailand. An integral part of Thailand’s new ambition is the legal transplant of personal data protection law from Europe. The transplant, however, is of form, not substance, as this Article illustrates the failure through in-depth analysis of Thailand’s Personal Data Protection Act and provides evidence of rampant violations and noncompliance by the largest ecommerce conglomerate and SMEs. This Article offers suggestions for Thailand to realign its …

Virtual Humans In Virtual Reality: A Scoping Review On Sociability, Fidelity, And Expression, J K Sangeeth Chandran, Marisa Llorens Salvador, Cathy Ennis

Articles

Introduction:

Virtual reality (VR) systems have evolved significantly over the past decade, enabling immersive experiences with enhanced realism and interactivity. This has motivated an interest in socially oriented applications. As user proxies, Virtual Humans (VHs) play essential roles in such applications. However, despite technological advancements, achieving realistic, expressive, and socially responsive VHs continues to present design and implementation challenges. In this scoping review, we present the state-of-the-art of VR VHs, examining the impact of VHs on the user experience.

Methodology:

We reviewed 59 papers retrieved from five databases across three core themes: the implementation and impact of VH facial expressions, …

Factors For Patient Trust And Acceptance Of Medical Artificial Intelligence, Ana Bracic, Kayte Spector-Bagdady, Sophie Towle, Rina Zhang, Cornelius A. James, Nicholson W. Price Ii

Articles

Artificial intelligence (AI) is increasingly used in clinical care, but widespread adoption requires patient trust. Trust may be enhanced through systemic governance mechanisms or frontline clinicians providing a human in the loop for AI oversight. However, it is unclear how different approaches specifically influence patient trust in the use of medical AI. The objective is to determine the extent to which patient trust in and choice of medical scenarios involving AI are associated with governance mechanisms, clinician presence, performance, and data quality.

Surgical Removal Of Visceral Adipose Tissue Has Therapeutic Benefit In Male Appnl-F Mice, Samuel A. Mcfadden, Yimin Fang, Kathleen Quinn, Mackenzie R. Peck, Jenelle E. Chapman, Tiarra Hill, Andrzej Bartke, Erin R. Hascup, Kevin Hascup

Articles

Purpose:  Visceral white adipose tissue (vWAT) accumulation causes systemic inflammation, insulin resistance, metabolic syndrome, and senescent cell accumulation that are risk factors for Alzheimer’s disease (AD). Visceral fat removal (VFR) improves metabolism and reduces pro-inflammatory cytokines.  We hypothesized that VFR removal in AD mice would improve metabolism and cognition.

Methods:  Male and female APP^NL-F mice underwent sham or vWAT surgical resection (periovarian or epididymal and perirenal) at 4 (pre-symptomatic) and 16 (symptomatic) months of age to understand interventional and therapeutic effects, respectively.  At 18 months of age, glucose metabolism and novel object recognition (NOR) memory were assayed followed by …

Feedback Loops: Half-Life Your Message, Patrick Barry

Articles

I sometimes get asked to design training workshops to help organizations ensure their employees receive the consistent, high-quality feedback needed to develop and improve. A pretty common request is for workshops that give people feedback on their communication styles and push them to become more concise and compelling writers and speakers. Nobody, for example, has ever asked me, “Is there any way you can teach our lawyers to write longer, more rambling emails?” Or “Can you show us how to drone on and on while giving a presentation or running a meeting?”

Sidewalk Living, Michael C. Pollack

Articles

In City of Grants Pass v. Johnson, the Supreme Court held that the Eighth Amendment does not prohibit a city from enforcing a criminal ban on encampments on public property such as parks and sidewalks. But even if municipalities are now permitted to use tactics such as policing, encampment clearing, arrests, and imprisonment, these are not the right ways to address the problems of public homelessness.

Instead, homelessness must be understood as one of many conflicts over limited public space. At its best, vibrant sidewalk life enhances communities and local economies. But at its worst, every use of these finite …

Sanctioning Negligent Bankers, Kyle D. Logue, Robert Will Thomas, Jeffery Y. Zhang

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Over just one week in 2023, depositor runs at a few U.S. banks threatened to trigger a worldwide banking crisis. Afterwards, the United States suffered three of the biggest bank failures in the nation’s history; in Europe, Credit Suisse became the largest financial institution to fail since the 2007-2008 Global Financial Crisis. Stunned by this lightning-fast panic, lawmakers, regulators, and academics have called for significant changes to the U.S. financial regulatory framework. Leading among these proposals are calls to improve supervisory oversight of banks, to tighten existing regulations on banks, and to increase deposit insurance limits. But these proposals alone …

Law And The Self-Coordinating Market Idea, Sanjukta Paul

Articles

Much of the focus of the live Symposium was on comparing existing scholarship associated with two intellectual communities. I have no objection to that enterprise in the abstract, though I think it is a bit premature where law and political economy (LPE) is concerned and sets up an apples-to-oranges comparison to the decades-old streams of work and thinking in law and economics (L&E). But I would rather use the privilege of the space in this written Symposium to sketch what I believe is the ultimate substantive nub of contestation in this conversation about the core subject matter of “the economy” …

When Constitutional Protection For Religious Liberty Gets Lost In Translation: A Case Study From Washington State, Robert W. Gomulkiewicz

Articles

Protecting religious liberty can present difficult challenges when religious liberty conflicts with laws prohibiting discrimination. Balancing religious liberty and nondiscrimination requires courts to accurately apply the U.S. Supreme Court’s complex First Amendment jurisprudence, including cases that address compelled speech, expressive association, and church autonomy. Amidst all the complexity, protection for religious liberty can get lost in translation. One important venue where protection can get lost in translation is in religious liberty cases decided by state supreme courts. The decisions of state supreme courts are especially significant because they provide the authoritative construction for state statutes and the state constitution. In …

The Free Exercise Of Religion As A Privilege, Kyron J. Huigens

Articles

In the span of a decade, the Supreme Court has restructured the Free Exercise Clause entirely. It has removed the counterweight of disestablishment; it has sought parity between religion and secularity by means of strict scrutiny analysis turning on a principle of nondiscrimination; and it has opened the way to a general exemption from secular law for the faithful by ceding the question of what counts as an exercise of religion to the faithful themselves. This Article proposes reading the free exercise of religion as a privilege in response to these changes. This privilege stands against secular law in the …

Flexible Funding Authorities To Support Tribal Climate Adaptation, Monte Mills, Sydney Anderson, Lauren Young

Articles

This project is part of a policy research effort intended to support Tribes, federal agencies, and Tribal and non-Tribal organizations in addressing some of the climate adaptation barriers and needs experienced by Northwest coastal Tribes. Accessing and administering Federal funds is a significant challenge for Tribes. Existing federal funding sources are often accompanied by rigid rules that make it difficult for Tribes to flexibly allocate funds as needed, and include strict qualification criteria that limit Tribal access to funds. Short-term funding cycles can be disruptive to long-term staffing and project needs, and are often misaligned with Tribal priorities.

A Citizenship Model Of The Fourth Amendment, Danieli Evans

Articles

Fourth Amendment law is in disarray. In recent years, courts and scholars have questioned central aspects of Fourth Amendment doctrine—in particular, the reasonable expectations of privacy test that has governed since the 1960s. Scholars and judges have argued for abandoning this test and instead looking to private law (sub-constitutional rules governing private conduct, such as tort, property, and contract law) to determine Fourth Amendment protection.

At a moment when judges and scholars are questioning core aspects of Fourth Amendment doctrine, the time is ripe to reconsider the values Fourth Amendment law ought to serve. I advance a novel vision for …

The Brave New World Of Administrative Law, Amy J. Wildermuth

Articles

Administrative law is in substantial flux. Over the last fifteen years, beginning with its decision in Free Enterprise Fund v. Public Company Accounting Oversight Board, the Supreme Court has transformed administrative law in profound ways. In the decade and a half since that case, we have witnessed core precedents fall or be substantially narrowed, with seemingly more on the horizon. Many have characterized the Court’s project as aggrandizing power to the President, as seeking to rein in runaway agencies, or even as undoing the administrative state.

The reality is more complex. To grasp where the Court’s project might take …

Equity In Place, Segregation, And The Phillips Neighborhood, Myron W. Orfield

Articles

This Article describes an existential legal and factual conflict about residential segregation. It is centered in a neighborhood a few blocks north of where George Floyd—and more recently Renee Good—were murdered. Five years before Floyd’s murder, the conflict reached a breaking point, resulting in three lawsuits. One involved federal civil rights and two involved state civil rights claims that housing policy was causing deeper residential and educational segregation. Much of this debate was summarized in a series of articles in the journal Housing Policy Debate before the lawsuits were filed.

On one side were proponents of greater residential and educational …

Small Enough To Fail: The 2018 Amendments To The Dodd-Frank Act, Regulatory Stress Tests, And Post-Pandemic Bank Failures, Jacob R. Bourgault, Edward S. Adams

Articles

No abstract provided.

Constitutional Limits On The President's Authority To Adjourn Congress, Allan Erbsen

Articles

Can the President adjourn Congress, declare that the adjournment constitutes a recess, and appoint cabinet officers without the Senate’s consent? President Donald Trump has considered invoking this supposed power. Adjourning Congress would enable the President to appoint otherwise unconfirmable officials. Even if the President does not adjourn Congress, the looming threat of adjournment could chill the Senate’s review of nominees.

This Article concludes that the President cannot evade the Senate’s role in the appointments process by adjourning Congress. Three clauses in the Constitution inform the analysis: the Consent Clause, which requires each house to consent to the other’s adjournment; the …

Imperfect Guardians, Amna A. Akbar, Ryan D. Doerfler

Articles

Professor David Strauss attributes the U.S. Supreme Court’s reactionary jurisprudence to a breakdown of elite consensus. He observes that lawyers and judges disagree about the proper “victims” of our political process: Are they Black, Brown, and LGBTQ+ people or, instead, Whites, Christians, and gun owners? Strauss worries the jurisprudential approach that emerged from Carolene Products now allows for judicial intervention on behalf of groups loaded with political power. Even then, he insists on the classic liberal defense of the courts: that courts serve as an important if imperfect check against the majoritarian domination of minorities.

In this Essay, we identify …

Why Boards Should Have Rotating Contrarians, Dana Brakman Reiser, Claire A. Hill

Articles

Too often, for-profit and nonprofit boards are too passive, deferential or both. Their failures to engage their critical faculties have resulted in serious harms as diverse as Boeing planes crashing and the NRA squandering millions of dollars. This article proposes a simple mechanism to stimulate critical thinking by individual directors and improve overall board dynamics: a designated contrarian position that rotates among members of the board. During her term, the contrarian’s job would be to raise objections to the organization’s proposed actions – or inaction. After their terms, each contrarian would resume her duties as a regular board member, replaced …

Claiming History, June R. Carbone

Articles

No abstract provided.

Follow The Money: A Historical And Bibliometric Reflection On The Rise Of Law And Economics, 1970-2025, Scott H. Dewey

Articles

From roughly 1970 to 2010, law and economics rose from the margins to a dominant position in American legal academia, accompanied by a dramatic increase in citations to law and economics scholarship. Citation analysis is often treated as a proxy for intellectual merit, but that assumption becomes questionable when ideas are advanced through systematic, well-funded, and sustained promotion aimed at serving specific political and economic interests. This study examines the right-wing funding networks that supported the rise of law and economics and analyzes the resulting bibliometric patterns in legal scholarship. By tracing these financial and citation dynamics, the study argues …

Jurisdiction And Citizenship, Ilan Wurman

Articles

This Article makes a series of interventions into the existing literature on birthright citizenship. It makes three historical claims about the common law rule and its development. First, the Article centers the importance of parental status. The relevant status was not the citizenship of the parents, however, but whether they were under the protection of, and owed allegiance to, the sovereign. The common law rule therefore did not depend on descent, but the modern belief that the rule depended solely on place of birth is also mistaken. Second, it reveals through an examination of safe-conducts and English statutes from the …

Untangling Ai Openness, Parth Nobel, Alan Rozenshtein, Chinmayi Sharma

Articles

The debate over AI openness—whether to make components of an artificial intelligence system available for public inspection and modification—forces policymakers to balance innovation, democratized access, safety, and national security. By inviting startups and researchers into the fold, it enables independent oversight and inclusive collaboration. But technology giants can also use it to entrench their own power, while adversaries can use it to shortcut years and billions of dollars in building systems, like China’s DeepSeek, that rival our own. How we govern AI openness today will shape the future of AI and America’s role in it.

Policymakers and scholars grasp the …

Space Mining, Richard Painter

Articles

The Trump Administration and U.S. Congress are promoting new ventures to extract valuable minerals from outer space. This Article does not dismiss the idea out of hand, but explores reasons for caution, including practical problems with space mining, its environmental impact, the likelihood that the United States could violate international law, and the risk of armed conflict. These problems are exacerbated by financial conflicts of interest in our government with a handful of billionaires, who have a financial interest in space mining work. The promotion of their agenda could involve wasteful government spending on subsidies for private ventures, with a …

Adding Family Complications To Birthright Citizenship, Scott Titshaw

Articles

On the first day of his second administration, President Trump issued an executive order purporting to restrict citizenship of U.S.-born children based on their parents’ citizenship or immigration status. In the process, it discriminates between mothers and fathers and adopts genetic definitions of “mother” and “father” to exclude any parent, who is not the child’s “immediate … biological progenitor.”

Courts and scholars have condemned this attempt to restrict birthplace citizenship as a violation of both the Fourteenth Amendment and the Immigration and Nationality Act. Yet there has been little, if any, discussion of the new family-based conditions in the order. …

Family Law Agreement And The New Gender Bargains, June Carbone, Brian H. Bix

Articles

The great family law divide is said to be marriage, as marriage has emerged as a marker correlated with race and socioeconomic status. This article argues that the real family law divide, inside and outside of marriage, is agreement. Family law, and the family court system that implements it, produce agreement when legal rules, societal norms, and family court procedures operate together to encourage shared understandings expressed through statuses such as marriage or parenthood, and legally enforceable agreements. In an increasingly unequal society, the family understandings of the college-educated middle class have moved apart from those much less privileged in …

Commission Quorums, Nicholas Bednar, Todd Phillips

Articles

Multimember commissions are a central feature of the modern administrative state. Yet a growing number have lost their legal authority to function—not through statutory repeal or defunding, but because they lack a quorum. In many cases, these quorum losses stem from the President’s assertion of a broad removal power, which causes vacancies in the commission’s membership. Quorum losses lead to agency inaction, prevent the executive branch from ensuring faithful execution of the laws, and threaten the constitutional rights of individuals who appear before adjudicatory commissions.

This Article presents an empirical study of quorum rules in multimember commissions. It traces how …