Digital Commons Network^™

Beyond Algorithmic Disclosure For Ai, Christopher S. Yoo

Articles

One of the most commonly recommended policy interventions with respect to algorithms in general and artificial intelligence ("AI") systems in particular is the need for greater transparency, often focusing on the disclosure of the variables employed by the algorithm and the weights given to those variables. This Essay argues that any meaningful transparency regime must provide information on other critical dimensions as well. For example, any transparency regime must also include key information about the data on which the algorithm was trained, including its source, scope, quality, and inner correlations, subject to constraints imposed by copyright, privacy, and cybersecurity law. …

Raising The Bar: The Nextgen Bar Exam And Contract Drafting, Susan M. Chesler, Karen J. Sneddon

Articles

Set to debut in July 2026, the NextGen Bar Exam will test a broad range of foundational lawyering skills needed in today’s practice of law, including contract interpretation, drafting, and revising. According to the National Conference of Bar Examiners (“NCBE”), this exam is designed “to balance the skills and knowledge needed in litigation and transactional legal practice.” More specifically, the foundational skills that will be tested include drafting and revising contract provisions consistent with the facts, the law, and the client’s objectives, interests, and constraints. The NCBE has indicated that the examinees’ knowledge of the doctrinal subject matter topics, like …

Tolling Justice, Anjelica Hendricks

Articles

Police officers commit crimes. All too often, however, they are not prosecuted. For decades, the conventional explanation has been that unprosecuted police crimes are the product of human choices: prosecutors who shield the police, unions that immunize their members from accountability, and police themselves for refusing to condemn their colleagues. Though these explanations play a role in the phenomenon, they are incomplete.

This Article shows that there is another reason why police officers frequently escape criminal accountability: statutes of limitations. Using a hand-built, original dataset of 838 likely police crimes, I find that statutes of limitations prevented prosecutors from bringing …

Why We Should Stop Talking About Violent Offenders: Storytelling And Decarceration, Mira Edmonds

Articles

The movement to decarcerate risks foundering because of its failure to grapple with so-called violent offenders, who make up nearly half of U.S. prisoners. The treatment of people serving sentences for offenses categorized as violent is a primary reason for the continued problem of mass incarceration, despite widespread awareness of the phenomenon and significant bipartisan interest in its reduction. People convicted of “violent offenses” are serving historically anomalous and excessively long sentences, are generally denied clemency and compassionate release, and are excluded from a wide array of legal reform and policy changes with decarceral aims. Keeping these people in prison …

Rethinking The Balance Of Interests In Non-Exculpatory Defenses, Paul Robinson, Jeffrey Seaman, Muhammad Sarahne

Articles

"Most criminal law defenses serve the criminal law’s goal of shielding blameless defendants from liability. Justification defenses, such as self-defense and law enforcement authority, exculpate on the ground that the defendant’s conduct, on balance, does not violate a societal norm. Excuse defenses, such as insanity and duress, exculpate on the ground that, while the defendant may well have violated a societal norm, it was done blamelessly. That is, it is the excusing conditions, not the defendant, that is to blame. In contrast, a third group of general defenses, what has been called “non-exculpatory defenses,” bar liability in instances where the …

Reynolds Revisited: The Original Meaning Of Reynolds V. United States And Free Exercise After Fulton, Clark B. Lombardi

Articles

This Article calls for a profound reevaluation of the stories that are being told today about the Supreme Court’s free exercise jurisprudence starting with the Court’s seminal 1879 decision in Reynolds v. United States and proceeding up to the present day. Scholars and judges today agree that the Supreme Court in Reynolds interpreted the Free Exercise Clause of the First Amendment to protect only religious belief and not religiously motivated action. All casebooks today embrace this interpretation of the case, and the Supreme Court has regularly endorsed it over the past twenty years, most recently in 2022. However, this Article …

Bail At The Founding, Sandra G. Mayson, Kellen R. Funk

Articles

How did criminal bail work in the founding era? This question has become pressing as bail, and bail reform, have attracted increasing attention, in part because history is thought to bear on the meaning of bail-related provisions in state and federal constitutions. To date, however, there has been no thorough account of bail at the Founding. This Article begins to correct the deficit in our collective memory by describing bail law and practice in the founding era, from approximately 1790 to 1810. In order to give a full account, we surveyed a wide range of materials, including founding-era statutes, case …

Generative Interpretation, David A. Hoffman, Yonathan Arbel

Articles

We introduce generative interpretation, a new approach to estimating contractual meaning using large language models. As AI triumphalism is the order of the day, we proceed by way of grounded case studies, each illustrating the capabilities of these novel tools in distinct ways. Taking well-known contracts opinions, and sourcing the actual agreements that they adjudicated, we show that AI models can help factfinders ascertain ordinary meaning in context, quantify ambiguity, and fill gaps in parties’ agreements. We also illustrate how models can calculate the probative value of individual pieces of extrinsic evidence. After offering best practices for the use of …

The "Bounds" Of Moore: Pluralism And State Judicial Review, Leah M. Litman, Katherine Shaw

Articles

In Moore v. Harper, the Supreme Court rejected a maximalist version of the “independent state legislature theory” (ISLT), invoking state judicial practices both before and after the Constitution was ratified. This piece uses Moore’s method to examine another variation on the ISLT, one pushed most recently by Justice Brett Kavanaugh and before him by Chief Justice William Rehnquist. The Rehnquist-Kavanaugh version of the ISLT would empower federal courts to review state officers’ interpretation of state laws regarding federal elections. But the logic of Moore is fatal to that potential version of the ISLT. The Rehnquist-Kavanaugh version of the ISLT contemplates …

The Pioneers, Waves, And Random Walks Of Securities Law In The Supreme Court, Elizabeth Pollman

Articles

After the pioneers, waves, and random walks that have animated the history of securities laws in the U.S. Supreme Court, we might now be on the precipice of a new chapter. Pritchard and Thompson’s superb book, A History of Securities Law in the Supreme Court, illuminates with rich archival detail how the Court’s view of the securities laws and the SEC have changed over time and how individuals have influenced this history. The book provides an invaluable resource for understanding nearly a century’s worth of Supreme Court jurisprudence in the area of securities law and much needed context for appreciating …

Federal Indian Law As Method, Matthew L. M. Fletcher

Articles

Morton v. Mancari is well-known in Indian law circles as a foundation for the tribal self-determination era, which is generally understood to have begun in the late 1960s and early 1970s. The case involved an Act of Congress that required the federal “Indian Office” (now called the Bureau of Indian Affairs) to grant preference in employment to “Indians.” The case is typically understood as the basis for analyzing how federal statutes that apply exclusively to Indian people do not implicate the anti-discrimination principles of the United States Constitution. This understanding of the case, while correct, is too narrow.

What's In A Name?: Common Carriage, Social Media, And The First Amendment, Christopher S. Yoo

Articles

Courts and legislatures have suggested that classifying social media as common carriers would make restrictions on their right to exclude users more constitutionally permissible under the First Amendment. A review of the relevant statutory definitions reveals that the statutes provide no support for classifying social media as common carriers. Moreover, the fact that a legislature may apply a label to a particular actor plays no significant role in the constitutional analysis. A further review of the elements of the common law definition of common carrier reveals that four of the purported criteria (whether the industry is affected with a public …

Toward Abolitionist Remedies: Police (Non)Reform Litigation After The 2020 Uprisings, Cara Mcclellan, Jamelia N. Morgan

Articles

In the summer of 2020, across the country, Americans took to the street in protest of Mr. George Floyd’s murder and the police killings of countless other Black people. In too many cases, police responded to protesters with excessive force and the very brutality that had led people to protest police in the first place. In the wake of these horrific displays of force, over 40 lawsuits were filed nationwide that challenged police conduct at protests. Smith v. City of Philadelphia, one of the lawsuits brought on behalf of residents and protesters in Philadelphia, was unique because the tragic underlying …

Chevron And Stare Decisis, Kent Barnett, Christopher J. Walker

Articles

This Term, in Loper Bright Enterprises v. Raimondo and Relentless, Inc. v. U.S. Department of Commerce, the Supreme Court will expressly consider whether to overrule Chevron U.S.A. Inc. v. Natural Resources Defense Council, Inc.—a bedrock precedent in administrative law that a reviewing court must defer to a federal agency’s reasonable interpretation of an ambiguous statute that the agency administers. In our contribution to this Chevron on Trial Symposium, we argue that the Court should decline this invitation because the pull of statutory stare decisis is too strong to overcome.

Distinguishing Privacy Law: A Critique Of Privacy As Social Taxonomy, María P. Angel, Ryan Calo

Articles

What distinguishes privacy violations from other harms? This has proven a surprisingly difficult question to answer. For over a century, privacy law scholars labored to define the elusive concept of privacy. Then they gave up. Efforts to distinguish privacy were superseded at the turn of the millennium by a new approach: a taxonomy of privacy problems grounded in social recognition. Privacy law became the field that simply studies whatever courts or scholars talk about as related to privacy.

Decades into privacy as social taxonomy, the field has expanded to encompass a broad range of information-based harms—from consumer manipulation to algorithmic …

Navigating The Conundrum Of Mandatory Reporting Under The Pocso Act: Implications For Medical Professionals, Nanditta Batra

Articles

To address the under reporting of sexual offences against children, the Protection of Children from Sexual Offences (POCSO) Act, 2012, makes reporting of such offences mandatory. The duty to report such offences has been extended to healthcare professionals. The inclusion of healthcare professionals within mandatory reporting, however, strikes at the very foundation of the doctor-patient relationship based on trust and confidentiality and conflicts with the patient confidentiality safeguards of the Mental Healthcare Act, 2017. It also has unintended public health consequences, such as denial of medical termination of pregnancy due to fear of prosecution under POCSO. An urgent reassessment of …

Dobbs And Democracy, Melissa Murray, Katherine Shaw

Articles

In Dobbs v. Jackson Women’s Health Organization, Justice Alito justified the decision to overrule Roe v. Wade and Planned Parenthood of Southeastern Pennsylvania v. Casey with an appeal to democracy. He insisted that it was “time to heed the Constitution and return the issue of abortion to the people’s elected representatives.” This invocation of democracy had undeniable rhetorical power: it allowed the Dobbs majority to lay waste to decades’ worth of precedent, while rebutting charges of judicial imperialism and purporting to restore the people’s voices. This Article interrogates Dobbs’s claim to vindicate principles of democracy, examining both the intellectual pedigree …

Interpreting The Ambiguities Of Section 230, Alan Rozenshtein

Articles

As evidenced by the confusion expressed by multiple Justices in last Term’s Gonzalez v. Google, there is little consensus as to the scope of Section 230, the law that broadly immunizes internet platforms from liability for third-party content. This is particularly striking given that no statute has had a bigger impact on the internet than Section 230, often called the “Magna Carta of the internet.”

In this essay I argue that Section 230, despite its simple-seeming language, is a deeply ambiguous statute. This ambiguity stems from a repeated series of errors committed by Congress, the lower courts, and the Supreme …

Race, Racial Bias, And Imputed Liability Murder, Perry Moriearty, Kat Albrecht, Caitlin Glass

Articles

Even within the sordid annals of American crime and punishment, the doctrines of felony murder and accomplice liability murder stand out. Because they allow states to impose their harshest punishments on defendants who never intended, anticipated, or even caused death, legal scholars have long questioned their legitimacy. What surprisingly few scholars have addressed, however, is who bears the brunt.

This Article is one of the first to explore the racialized impact of the two most controversial and ubiquitous forms of what we call “imputed liability murder.” An analysis of ten years of murder prosecutions in the state of Minnesota reveals …

Just Don’T Do It: Why Cannabis Regulations Are The Reason Cannabis Businesses Are Failing, Edward Adams

Articles

Part I will provide a historical overview of the cannabis plant and our country’s experience with it prior to the election of President Richard Nixon. It is at that point, the early 1970s, that the current federal cannabis scheme began to take shape. Sections I.A though I.C will discuss the inception of the War on Drugs during the Nixon Administration and examine the subsequent social movement that led President Reagan to revamp and expand the War on Drugs throughout the 1980s.

The legal framework for federal cannabis regulation has largely remained stagnant since the Reagan Administration. Nevertheless, the federal stance …

The Critical Role Of History After Dobbs, Serena Mayeri

Articles

The Dobbs majority’s reliance on a flawed and impoverished account of “history and tradition” to deny fundamental freedoms today may tempt us to despair of appealing to the past as a source of constitutional rights or principles. But the problem with Dobbs is not its discussion of history per se; rather, it is how and for what purposes the Court looks to the past. History need not preserve archaic values; it can counsel against past errors and justify affirmative approaches to protecting rights and combating inequality. This essay explores critical roles for history in legal, constitutional, and political arguments about …

Assemblages And Actor Networks In The Borderlands - The Apposition Of Reproductive Rights Along The Mexican-American Border, Madeleine M. Plasencia

Articles

In 1971, Sarah Weddington argued Roe v. Wade as a class action on behalf of pregnant women living in Texas, many of whom, including herself had to flee the State to obtain an abortion in Mexico. In 2021, Texas enacted S. B. 8, otherwise known as the Texas Heartbeat Act, which created a private cause of action for injunctive relief and statutory damages awards against any person assisting in and any physician accused of performing an abortion, thus reigniting the cross-border flows that historically have made Mexico a haven for runaway enslaved people and pregnant persons heading south to freedom. …

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

Articles

The United States has delegated the weighty responsibility of keeping the lights on to a self-regulatory organization called the North American Electric Reliability Corporation (NERC). Despite the fact that NERC is one of the largest and most important examples 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 achieve deep decarbonization, 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 …

“Criminalizing” Depositions In Arbitration, Mitch Zamoff

Articles

Civil litigation–style deposition practice is preventing commercial arbitration from reaching its full potential as an economical, efficient alternative to a civil lawsuit. Although there is consensus among alternative dispute resolution experts that meaningful limits must be imposed on arbitration discovery to unlock the efficiency benefits of arbitration, depositions continue to feature prominently in commercial arbitrations for at least three reasons. First, civil litigators are addicted to depositions. They reflexively propose overdone deposition practice in arbitrations that replicates their litigation experience. Second, arbitrators may hesitate to disallow deposition discovery out of fear that their awards will be vacated for failure to …

Chaotic Childhoods, Stephanos Bibas

Articles

Rob Henderson’s breakout memoir, Troubled, gives us a window on troubled youth. Henderson, a brilliant young psychologist, illumines how harmful childhood instability is by reflecting on his own experience. He never knew his father, was abandoned by his drug-addicted mother, and bounced around foster care. After squandering much of his early education and drowning his rage in alcohol, drugs, fights, and vandalism, he made his way through the Air Force to Yale and now Cambridge. But few of his friends escaped the wounds from their childhoods; many wound up unemployed, in prison, or dead. As an outsider to the elites …

The New Gender Panic In Sport: Why State Laws Banning Transgender Athletes Are Unconstitutional, Deborah Brake

Articles

The scope and pace of legislative activity targeting transgender individuals is nothing short of a gender panic. From restrictions on medical care to the regulation of library books and the use of pronouns in schools, attacks on the transgender community have reached crisis proportions. A growing number of families with transgender children are being forced to leave their states of residence to keep their children healthy and their families safe and intact. The breadth and pace of these developments is striking. Although the anti-transgender backlash now extends broadly into health and family governance, sport was one of the first settings—the …

Toward A Better Criminal Legal System: Improving Prisons, Prosecution, And Criminal Defense, David A. Harris, Created And Presented Jointly By Students From State Correctional Institution - Greene, Waynesburg, Pa, And University Of Pittsburgh School Of Law, Chief Editor: David A. Harris

Articles

During the Fall 2023 semester, 15 law (Outside) students from the University of Pittsburgh School of Law and 13 incarcerated (Inside) students from the State Correctional Institution – Greene, in Waynesburg, Pennsylvania, took a full semester class together called Issues in Criminal Justice and Law. The class, occurring each week at the prison, utilized the Inside-Out Prison Exchange pedagogy, and was facilitated by Professor David Harris. Subjects include the purposes of prison, addressing crime, the criminal legal system and race, and issues surrounding victims and survivors of crime. The course culminated in a Group Project; under the heading “improving the …

Abortion Disorientation, Greer Donley, Caroline M. Kelly

Articles

The word “abortion” pervades public discourse in the wake of Dobbs v. Jackson Women’s Health Organization. But do we know what it means? Not only do law and medicine define it differently; state legislatures have codified wildly different definitions of abortion across jurisdictions. Our analysis exposes inherent ambiguities at the boundaries of the term, particularly as abortion intersects with other categories that we often think of as distinct: pregnancy loss, ectopic pregnancy, and other forms of medically necessary care. By juxtaposing statutory text next to real people’s experiences of being denied care in states with abortion bans, we reveal …

The Federal Question Jurisdiction Under Article Iii: “First In The Minds Of The Framers,” But Today, Perhaps, Falling Short Of The Framers’ Expectations, Arthur D. Hellman

Articles

As Chief Justice Marshall explained, “the primary motive” for creating a “judicial department” for the new national government was “the desire of having a [national] tribunal for the decision of all national questions.” Thus, although Article III of the Constitution lists nine kinds of “Cases” and “Controversies” to which the “judicial Power” of the United States “shall extend,” “the objects which stood first in the minds of the framers” were the cases “arising under” the Constitution, laws, and treaties of the United States. Today we refer to this as the federal question jurisdiction.

Of all federal question cases, the Framers …

Knowledge Commons Past, Present, And Future, Michael J. Madison

Articles

The project now known as Governing Knowledge Commons, or GKC, was launched more than 15 years ago on the intuition that skepticism of intellectual property law and information exclusivity was grounded in anecdote and ideology rather than in empiricism. Structured, systematic, empirical research on mechanisms of knowledge sharing was needed. GKC aimed to help scholars produce it. Over multiple books, case studies, and other work, the scope of GKC has expanded considerably, from innovation to governance; from invention and creativity to data, privacy, and markets; and from social dilemmas focused on things to governance strategies directed to communities and collectives. …