Law Commons^™

Regulatory Responses To Medical Machine Learning, Timo Minssen, Sara Gerke, Mateo Aboy, W. Nicholson Price Ii, Glenn Cohen

Articles

Companies and healthcare providers are developing and implementing new applications of medical artificial intelligence, including the artificial intelligence sub-type of medical machine learning (MML).MML is based on the application of machine learning (ML) algorithms to automatically identify patterns and act on medical data to guide clinical decisions. MML poses challenges and raises important questions, including (1) How will regulators evaluate MML-based medical devices to ensure their safety and effectiveness? and (2) What additional MML considerations should be taken into account in the international context? To address these questions, we analyze the current regulatory approaches to MML in the USA and …

International Law And Theories Of Global Justice: Remarks, Steven R. Ratner, James Stewart, Jiewuh Song, Carmen Pavel

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International law (IL) and political philosophy represent two rich disciplines for exploring issues of global justice. At their core, each seeks to build a better world based on some universally agreed norms, rules, and practices, backed by effective institutions. International lawyers, even the most positivist of them, have some underlying assumptions about a just world order that predisposes their interpretive methods; legal scholars have incorporated concepts of justice in their work even as their overall pragmatic orientation has limited the nature of their inquiries. Many philospophers, for their part, have engaged with IL to some extent—at a minimum recognizing that …

Civil Procedure And Economic Inequality, Maureen Carroll

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How well do procedural doctrines attend to present-day economic inequality? This Essay examines that question through the lens of three doctrinal areas: the “irreparable harm” prong of the preliminary injunction standard, the requirement that discovery must be proportional to the needs of the case, and the due process rights of class members in actions for injunctive relief. It concludes that in each of those areas, courts and commentators could do more to take economic inequality into account.

The Personal Responsibility Pandemic: Centering Solidarity In Public Health And Employment Law, Lindsay F. Wiley, Samuel R. Bagenstos

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Our nation’s response to the coronavirus pandemic has revealed fundamental flaws in our legal regimes governing both public health and employment. Public health orders have called on individuals to make sacrifices to protect society as a whole. Simple fairness dictates that the burdens should be shared as widely as the benefits. And the case for burden-sharing does not rest on fairness alone. Public health measures are more likely to succeed when those who are subject to them understand them as fair1 and when their cooperation is supported. 2 Predictably, our pandemic response has placed disproportionate burdens on those who are …

Proof At The Salem Witch Trials, Leonard M. Niehoff

Articles

As of the writing of this article, President Donald Trump's tweets have included roughly 400 references to "witch hunts." In a sense, this is unsurprising. The Salem witch trials have a special place in our national identity and vocabulary. Most Americans understand the reference, even if they know few of the historical details. And the phrase "witch hunt" serves as a useful shorthand for any frenzied chase after something that does not exist. The Salem trials also inspire a peculiar fascination: Perhaps no other site of deadly mass hysteria has become a major tourist destination.

Still, most practicing litigators probably …

Are Litigation Outcome Disparities Inevitable? Courts, Technology, And The Future Of Impartiality., Avital Mentovich, J.J. Prescott, Orna Rabinovich-Einy

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This article explores the ability of technology—specifically, online judicial procedures—to eliminate systematic group-level litigation outcome disparities (i.e., disparities correlated with the visible identity markers of litigants). Our judicial system has long operated under the assumption that it can only be “impartial enough.” After all, judges, like all human beings, harbor implicit biases that are often sizable, unconscious, and triggered automatically, and research indicates that strategies to curb implicit biases in human decision making may be ineffective, especially in the face of the resource and caseload constraints of modern-day adjudication. The recent emergence of online court proceedings, however, offers new hope …

Epilogue: The Need For A New And Critical Democracy, William J. Novak, Stephen W. Sawyer

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Democratic critiques of neoliberalism have been comparatively rare, and positive democratic rejoinders to the social and political ruins of neoliberalism have been rarer. The question thus presents itself – what would an overtly democratic critique of neoliberalism look like and, beyond critique, what would a constructive democratic response to neoliberalism entail?

The Digital Consumption Tax, Reuven S. Avi-Yonah, Nir Fishbien

Articles

Amid rising tension between the United States and France over the Digital Services Tax (DST), this article propositions the imposition of a Digital Consumption Tax, rather than the gross-receipts DST. The Digital Consumption Tax is not a new tax. It is a consumption tax (i.e. Value-Added Tax, or VAT, in Europe and sales tax in the United States) that is imposed on digital transactions. Such consumption tax would be applied on the seemingly free interaction between Facebook (and other companies alike) and its Users. This interaction, under which Users gain access to the Facebook platform for ‘free’ – should be …

Golden Parachutes And The Limits Of Shareholder Voting, Albert H. Choi, Andrew C.W. Lund, Robert Schonlau

Articles

With the passage of the Dodd-Frank Wall Street Reform and Consumer Protection Act in 2010, Congress attempted to constrain change-in-control payments (also known as “golden parachutes”) by giving shareholders the right to approve or disapprove such payments on an advisory basis. This Essay is the first to empirically examine the experience with the Say-on-Golden-Parachute (“SOGP”) vote. We find that unlike shareholder votes on proposed mergers, there is a significant amount of variation with respect to votes on golden parachutes. Notwithstanding the variation, however, the SOGP voting regime is likely ineffective in controlling golden parachute (“GP”) compensation. First, proxy advisors seem …

Constructive Dialogue: Beps And The Tcja., Reuven Avi-Yonah

Articles

From its inception, the international tax regime was heavily influenced by the United States. The regime is traditionally traced back to the work of the four economists for the League of Nations in 1923, who came up with the orig- inal compromise underlying the tax treaty network, i.e., that passive income should be taxed primarily at residence and active income primarily at source (the “benefits principle”). Arguably, this compromise between the claims of res- idence and source countries was made possible by the U.S. unilateral adoption of the foreign tax credit in 1918, because the United States (already the world’s …

What Litigators Can Learn From B Movies, Leonard M. Niehoff

Articles

We litigators take our guidance when and where we can find it. Sometimes we stumble across it very late at night, on television. Weary, intellectually spent, and pining for entertainment that makes no demands on us, in "the wee small hours of the morning" we find ourselves watching a so-called B movie - a film that had a low production budget or that manages to be bad despite an ample one. And, lo, enlightenment ensues through this unlikeliest of messengers. Submitted for your consideration are some gems from half a dozen movies that most sensible people won't admit watching but …

Before The Cell Door Shuts: Justice Reform Efforts Should Focus On Steps Besides Sentencing, Barbara L. Mcquade

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Mark Osler writes that criminal justice reform efforts have been hampered by what he calls “the slows.” He explains that despite bipartisan support, which resulted in the First Step Act of 2018,2 criminal justice reform remains elusive. He then offers some insightful suggestions for how to increase the pace.

The Perils Of Pandemic Exceptionalism, Julian Arato, Kathleen Claussen, J. Benton Heath

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In response to the pandemic, most states have enacted special measures to protect national economies and public health. Many of these measures would likely violate trade and investment disciplines unless they qualify for one of several exceptions. This Essay examines the structural implications of widespread anticipated defenses premised on the idea of “exceptionalism.” It argues that the pandemic reveals the structural weakness of the exceptions-oriented paradigm of justification in international economic law.