Law Commons^™

The Input Fallacy, Talia B. Gillis

Faculty Scholarship

Algorithmic credit pricing threatens to discriminate against protected groups. Traditionally, fair lending law has addressed such threats by scrutinizing inputs. But input scrutiny has become a fallacy in the world of algorithms.

Using a rich dataset of mortgages, I simulate algorithmic credit pricing and demonstrate that input scrutiny fails to address discrimination concerns and threatens to create an algorithmic myth of colorblindness. The ubiquity of correlations in big data combined with the flexibility and complexity of machine learning means that one cannot rule out the consideration of protected characteristics, such as race, even when one formally excludes them. Moreover, using …

The Banker Removal Power, Da Lin, Lev Menand

Faculty Scholarship

The Federal Reserve (“the Fed”) can remove bankers from office if they violate the law, engage in unsafe or unsound practices, or breach their fiduciary duties. The Fed, however, has used this power so rarely that few even realize it exists. Although major U.S. banks have admitted to repeated and flagrant lawbreaking in recent years, the Fed has never removed a senior executive from one of these institutions.

This Article offers the first comprehensive account of the banker removal power. It makes four contributions. First, drawing on a range of primary sources, it recovers the power’s statutory foundations, showing that …

Removing Carbon Dioxide Through Artificial Upwelling And Downwelling: Legal Challenges And Opportunities, Romany M. Webb, Korey Silverman-Roati, Michael B. Gerrard

Faculty Scholarship

A 2022 report by the Intergovernmental Panel on Climate Change warned that, to keep global average temperatures within 1.5oC above pre-industrial levels, emissions must reach net-zero by mid-century. The report concluded that achieving net-zero emissions will require the removal of carbon dioxide from the atmosphere “to counterbalance hard-to-abate emissions” from sectors like agriculture, aviation, and shipping. The report further noted that, if deployed at large scales, carbon dioxide removal (“CDR”) could also be used to achieve net negative emissions and thus effectively reduce the atmospheric concentration of carbon dioxide.

A variety of CDR techniques, both terrestrial and ocean-based, have been …

Consensus Decision-Making And Legislative Inertia At The Wto: Can International Law Help?, Americo B. Zampetti, Patrick Low, Petros C. Mavroidis

Faculty Scholarship

The recent emergence of Joint Statement Initiatives (JSIs) – that is, negotiating initiatives among a subset of the World Trade Organization (WTO) membership – has reignited the debate over law-making in the WTO. As things stand, the WTO operates on the basis of a widespread expectation that consensus needs to be achieved for any decision to be taken. Agreements that produce rights and obligations only among a subset of the membership (‘plurilaterals’, or Annex 4 agreements) are also subject to the consensus rule and thus remain exceptional. Are JSIs the first move towards redressing the current equilibrium in favour of …

What Does Effective Government Have To Do With The Constitution?, Gillian E. Metzger

Faculty Scholarship

Nearly a million people dead and counting. More than 77 million infected, a little less than one-fifth of the total infections worldwide. The United States has had more deaths than any other country, and its COVID-19 death rate of 276 per 100,000 people is the highest among the world’s wealthiest nations. Blacks, Hispanics, and Native Americans are hospitalized and die at significantly higher rates than whites. Some bright lights exist too, one being the speedy development of vaccines and their deployment in 2021 – although there, too, both the national government and the states have sometimes stumbled. Another is legislative …

Verification Dilemmas In Law And The Promise Of Zero-Knowledge Proofs, Kenneth A. Bamberger, Ron Canetti, Shafi Goldwasser, Evan J. Zimmerman

Faculty Scholarship

Individuals who wish to access a website or qualify for a loan are expected to expose personally identifying information, undermining their privacy and security. Firms share proprietary information in dealmaking negotiations which, if the deal fails, may be used by the negotiating partner for a competitive advantage. Regulators are expected to disclose their algorithmic tools to comply with public transparency and oversight requirements, a practice that risks rendering these tools circumventable and ineffective. Litigants might have to reveal trade secrets in court proceedings to prove a claim or defense. Such “verification dilemmas” — costly choices between opportunities that require the …

Practicing With Conviction: Race, Reentry, And The Legal Profession, Nicole Smith Futrell

Faculty Scholarship

Within recent years, different areas of the legal community have publicly addressed the need for racial justice. The killing of George Floyd and the reckoning with race that followed prompted law schools, bar associations, and court systems, as well as government, private, and non-profit legal organizations, to publicly acknowledge that racial disparities continue to persist in our society. While most of these legal institutions have made some recognition of the fact that the legal system has played a role in perpetuating systemic racism, they have essentially failed to address how discrimination against system-impacted individuals continues to deepen racial and socioeconomic …

The Democratic (Il)Legitimacy Of Assembly-Line Litigation, Jessica K. Steinberg, Colleen F. Shanahan, Anna E. Carpenter, Alyx Mark

Faculty Scholarship

Millions of debt cases are filed in the civil courts every year. In debt actions, asymmetrical representation is the norm, with the plaintiff almost always represented by counsel and the defendant very rarely so. A number of jurisdictions report that up to ninety-nine percent of defendants in debt cases appear pro se — a figure that calls into question the basic legitimacy of these proceedings.

Professor Daniel Wilf-Townsend’s central contribution to the literature on debt collection, and state civil justice more broadly, is to demonstrate through sophisticated empirics what has long been anecdotally reported: that a cluster of corporate plaintiffs …

Is A Science Of Comparative Constitutionalism Possible?, Madhav Khosla

Faculty Scholarship

Nearly a generation ago, Justice Scalia and Justice Breyer debated the legitimacy and value of using foreign law to interpret the American Constitution. At the time, the matter was controversial and invited the interest of both judges and scholars. Foreign law had, after all, been relied on in significant cases like Roper v. Simmons and Lawrence v. Texas. Many years on, there is still much to be debated — including the purpose and potential benefits of judicial engagement with foreign law — but “comparative constitutional law” has unquestionably emerged as a field of study in its own right. We …

The Institutional Mismatch Of State Civil Courts, Colleen F. Shanahan, Jessica K. Steinberg, Alyx Mark, Anna E. Carpenter

Faculty Scholarship

State civil courts are central institutions in American democracy. Though designed for dispute resolution, these courts function as emergency rooms for social needs in the face of the failure of the legislative and executive branches to disrupt or mitigate inequality. We reconsider national case data to analyze the presence of social needs in state civil cases. We then use original data from courtroom observation and interviews to theorize how state civil courts grapple with the mismatch between the social needs people bring to these courts and their institutional design. This institutional mismatch leads to two roles of state civil courts …

The Rejected Threat Of Corporate Vote Suppression: The Rise And Fall Of The Anti-Activist Pill, Jeffrey N. Gordon

Faculty Scholarship

As disciplinary takeovers are replaced by activist shareholder campaigns, managements may well want to turn to the “anti-activist pill” as shelter from the storm. The economic shock from the widespread shutdown to combat the Covid-19 pandemic produced dozens of so-called “crisis pills.” The defense of these pills as avoiding “disruption” and “distraction” of managements can be seen as a test run for broader use of poison pills to fend off shareholder activism. The Delaware courts, first Chancery and then the Supreme Court, rejected this managerial defense tactic in a way that clarifies the role of the poison pill in corporate …

The Institutionalist Turn In Copyright, Shyamkrishna Balganesh

Faculty Scholarship

The institutionalist turn refers to the reality that over the last decade and a half, the Court’s copyright jurisprudence has come to focus less and less on directly resolving substantive issues within the landscape of copyright doctrine. It has instead become a principal site of debate and disagreement over issues that have a direct bearing on the role, competence, and legitimacy of the Court within the copyright system. The institutionalist turn does not imply that the Court’s decisions have altogether avoided engaging substantive copyright issues; merely that its engagement of copyright doctrine has come to be intertwined with — and …

Legal Coding Beyond Capital?, Katharina Pistor

Faculty Scholarship

Capital, I argue in ‘The Code of Capital: How the Law Creates Wealth and Inequality’, is coded in law. Legal coding is a process that adapts and molds formal law over time, often without explicit ex ante sanctioning by a legislature or a court. Several characteristics of formal law make it susceptible to coding, including its inherent incompleteness, the strong endorsement for private autonomy, and decentralised access to a state’s consolidated means of coercion. Would a progressive European Code of Private Law (EPL-code), as proposed by Hesselink, alter any of this and what would it take to ensure that the …

Law’S Contributions To The Mindfulness Revolution, Elizabeth F. Emens

Faculty Scholarship

These are phenomenally challenging times. Mindfulness is a tool that can help lawyers support themselves, each other, their clients, and their collaborators in the hard work needed to build community and take action. For these and other reasons, mindfulness has made major inroads into law and legal institutions. Law firms, law schools, and courthouses offer training in mindfulness meditation to support the cognitive clarity and emotional self-regulation necessary for the demanding work of analyzing problems, resolving conflicts, overcoming bias, and doing justice. A growing literature, from empirical social science to legal scholarship, catalogs these and other benefits of mindfulness for …

Principles For Responsibility Sharing: Proximity, Culpability, Moral Accountability, And Capability, Michael W. Doyle, Janine Prantl, Mark J. Wood

Faculty Scholarship

In this Essay, we explore how responsibility based on culpability, moral accountability, and capability can improve the current regime that rests on responsibility by proximity. In doing so, we draw on the 2017 Model International Mobility Convention (MIMC), a model convention drafted by a commission of independent experts and currently supported as a project of the Carnegie Council for Ethics in International Affairs.

Who Decides Where The Renewables Should Go?: A Response To Danielle Stokes’ Renewable Energy Federalism, Michael B. Gerrard

Faculty Scholarship

One of the central tasks in addressing the climate crisis is transitioning from an energy system based on fossil fuels to one that mainly uses renewable energy. In her article “Renewable Energy Federalism,” Professor Danielle Stokes has highlighted one of the key impediments to this transition — delays in state and local permitting of renewable energy facilities. She has proposed a new approach that would give more authority to the federal government. Stokes’ approach has much to commend it. However, I differ on some aspects.

I will begin by describing the magnitude of the problem — the amount …

Federalism And Equal Citizenship: The Constitutional Case For D.C. Statehood, Jessica Bulman-Pozen, Olatunde C.A. Johnson

Faculty Scholarship

As the question of D.C. statehood commands national attention, the legal discourse remains stilted. The constitutional question we should be debating is not whether statehood is permitted but whether it is required.

Commentators have been focusing on the wrong constitutional provisions. The Founding document and the Twenty-Third Amendment do not resolve D.C.’s status. The Reconstruction Amendments — and the principle of federated, equal citizenship they articulate — do. The Fourteenth Amendment’s Citizenship Clause, as glossed by subsequent amendments, not only establishes birthright national citizenship and decouples it from race and caste but also makes state citizenship a constitutive component of …

Systemic Stewardship, Jeffrey N. Gordon

Faculty Scholarship

This Article frames a normative theory of stewardship engagement by large institutional investors and asset managers that is congruent with their theory of investment management — “Modern Portfolio Theory” — which describes investors as attentive to both systematic risk as well as expected returns. Because investors want to maximize risk-adjusted returns, it will serve their interests for asset managers to support and sometimes advance shareholder initiatives that will reduce systematic risk. “Systematic stewardship” provides an approach to “ESG” matters that serves both investor welfare and social welfare and fits the business model of large, diversified funds, especially index funds. The …

Public Nuisance As Risk Regulation, Thomas W. Merrill

Faculty Scholarship

Public nuisance has always been defined in terms of the object of protection – the community, the public, or perhaps even the state as a whole. Public nuisance in this regard has been juxtaposed to private nuisance, which protects individual persons and their use and enjoyment of land. Commentary on public nuisance has thus long been concerned with defining (without notable success) what it means to advance a public as opposed to a private right.

In this paper, I offer a different take on the function of public nuisance. The common law is designed to provide redress for actual harm, …

A Tale Of Two Civil Procedures, Pamela K. Bookman, Colleen F. Shanahan

Faculty Scholarship

In the United States, there are two kinds of courts: federal and state. Civil procedure classes and scholarship largely focus on federal courts but refer to and make certain assumptions about state courts. While this dichotomy makes sense when discussing some issues, for many aspects of procedure this breakdown can be misleading. Two different categories of courts are just as salient for understanding American civil justice: those that routinely include lawyers and those where lawyers are fundamentally absent.

This Essay urges civil procedure teachers and scholars to think about our courts as “lawyered” and “lawyerless.” Lawyered courts include federal courts …

Confronting Indeterminacy And Bias In Child Protection Law, Joshua Gupta-Kagan

Faculty Scholarship

The child protection legal system faces strong and growing demands for change following at least two critiques. First, child protection law is substantively indeterminate; it does not precisely prescribe when state agencies can intervene in family life and what that intervention should entail, thus granting wide discretion to child protection agencies and family courts. Second, by granting such discretion, the law permits race, class, sex, and other forms of bias to infect decisions and regulate low-income families and families of color.

This Article extends these critiques through a granular analysis of how indeterminacy at multiple decision points builds on itself. …

A Time For Triage, Michael B. Gerrard

Faculty Scholarship

The world is desperately behind in the energy transformation needed to avoid the worst impacts of climate change. Catching up requires a massive buildout of wind and solar power and associated infrastructure, but in the United States many impediments stand in the way. Among them, ironically enough, are environmental laws. Here I argue that we must accept difficult tradeoffs, sacrificing some of what we consider precious in order to avoid far worse impacts.

Illiberalism And Administrative Government, Jeremy K. Kessler

Faculty Scholarship

Driven by the perception that liberal democracy is in a state of crisis across the developed world, political and legal commentators have taken to contrasting two alternatives: “illiberal democracy” (or populism) and “undemocratic liberalism” (or technocracy). According to the logic of this antinomy, once an erstwhile liberal-democratic nation-state becomes too populist, it is on the path toward illiberal democracy; once it becomes too technocratic, it is on the path toward undemocratic liberalism.

While the meanings of liberalism and democracy are historically and conceptually fraught, the contemporary discourse of liberal democratic crisis assumes a few minimal definitions. Within this discourse, liberalism …

Crime And The Corporation: Making The Punishment Fit The Corporation, John C. Coffee Jr.

Faculty Scholarship

The debate over corporate criminal liability has long involved a fight between proponents who argue that corporate liability is necessary for effective deterrence and opponents who claim that it “punishes the innocent.” This Article agrees and disagrees with both sides. Corporate criminal liability could play a critical role in establishing an effective deterrent to organizational misconduct, but today it largely fails. Currently, we have a system that combines Deferred Prosecution Agreements, Non-Prosecution Agreements, and extraordinarily generous sentencing credits for compliance plans that have failed, and the result is a system that is more carrots than sticks. The evidence seems clear …

Floors And Ceilings In International Copyright Treaties: Berne/Trips/Wct Minima And Maxima, Jane C. Ginsburg

Faculty Scholarship

This paper addresses “floors” – minimum substantive international protections, and “ceilings” – maximum substantive international protections, set out in the Berne Convention and subsequent multilateral copyright accords. While much scholarship has addressed Berne minima, the “maxima” have generally received less attention. This Comment first describes the general structure of the Berne Convention, TRIPS and WCT regarding these contours, and then analyzes their application to the recent “press publishers’ right” promulgated in the 2019 EU Digital Single Market Directive. Within the universe of multilateral copyright obligations, the Berne maxima (prohibition of protection for facts and news of the day), buttressed by …

Agents Of Inequality: Common Ownership And The Decline Of The American Worker, Zohar Goshen, Doron Levit

Faculty Scholarship

The last forty years have seen two major economic trends: wages have stalled despite rising productivity, and institutional investors have replaced retail shareholders as the predominant owners of the U.S. equity markets. A few powerful institutional investors — dubbed common owners — now hold large stakes in most U.S. corporations. And in no coincidence, when U.S. workers acquired this new set of bosses, their wages stopped growing while shareholder returns increased. This Article explains how common owners shift wealth from labor to capital, thereby exacerbating income inequality.

Powerful institutional investors pushing public corporations en masse to adopt strong corporate governance …

Barbarians Inside The Gates: Raiders, Activists, And The Risk Of Mistargeting, Zohar Goshen, Reilly S. Steel

Faculty Scholarship

This Article argues that the conventional wisdom about corporate raiders and activist hedge funds — raiders break things and activists fix them — is wrong. Because activists have a higher risk of mistargeting — mistakenly shaking things up at firms that only appear to be underperforming — they are much more likely than raiders to destroy value and, ultimately, social wealth.

As corporate outsiders who challenge the incompetence or disloyalty of incumbent management, raiders and activists play similar roles in reducing “agency costs” at target firms. The difference between them comes down to a simple observation about their business models: …

Russia, Ukraine, And The Future World Order, Ingrid (Wuerth) Brunk, Monica Hakimi

Faculty Scholarship

Russia's invasion of Ukraine, initiated on February 24, 2022, is among the most — if not the most — significant shocks to the global order since World War II. This piece assesses the stakes of the invasion for the core principles that lie at the heart of contemporary international law and the world order that it has helped to create. We argue, relying in part on the other contributions to the October 2022 agora on Ukraine in the American Journal of International Law, that however this war ends, it will reshape, in ways large and small, the world we …

International Bureaucracies: Extraterritorial Reach Of The European Commission’S Legal Expertise, Anu Bradford

Faculty Scholarship

The EU exercises significant influence over global regulatory standards, whether as a result of its ability to unilaterally export its rules to foreign markets via market mechanisms – a phenomenon that I have elsewhere described as ‘the Brussels Effect’ – or by entrenching them globally through bilateral or multilateral negotiations. In all cases, the legal expertise of the Commission is central. It either pro-actively supplies its expertise to their foreign counterparts or responds to the demand to offer technical expertise to create a rule-based order that closely imitates the regulatory state in Europe. Companies also resort to the Commission as …

Courts And Effective Governance, Mark Tushnet, Madhav Khosla

Faculty Scholarship

Governments are put in place to carry out policies. Effective governance means that they have the capacity to implement those policies. As Samuel Huntington observed, “[t]he most important political distinction among countries concerns not their form of government but their degree of government.” For our purposes, state capacity is the ability of a government-in-place to develop and implement policies that its leaders believe will improve national well-being. The capacity to govern includes having the required material resources, the personnel for whatever is necessary to deliver the policies to their beneficiaries, and a bureaucratic organization that enables high-level officials to implement …