Science and Technology Law Commons^™

How The Blockchain Undermined Digital Ownership, Aaron Perzanowski

Articles

The shift from a market built around the sale of tangible goods to one premised on the licensing of digital content and services has done significant and lasting damage to the notion of individual ownership. The emergence of blockchain technology, while certainly not necessary to reverse these trends, promised an opportunity to attract investment and demonstrate consumer demand for marketplaces that recognize meaningful digital ownership. Simultaneously, it offered an avenue for alleviating worries about hypothetical widespread reproduction and unchecked distribution of copyrighted works. Instead, many of the most visible blockchain projects in recent years—the proliferation of new cryptocurrencies and the …

Informationalism Beyond Managerialism, Salome Viljoen

Articles

It is now commonplace to observe that digital platforms are both affecting and reshaping markets. The focus of this Article is not the anticompetitive effects of digital platforms upon the markets they enter. It instead focuses on digital platforms themselves as market mechanisms. Information—especially datafied information about people and their behavior—and information technologies have transformed how many markets function in the digital economy. Markets have become market machines: highly engineered and computationally intensive market-like mechanisms that make up a key layer of technological infrastructure within digital platforms.

The Great Regulatory Dodge, Helen Nissenbaum, Katherine Strandburg, Salome Viljoen

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U.S. privacy law is in a renewed moment of regulatory possibility, with both Congress and the states considering sweeping consumer privacy laws. These new proposals to enact “omnibus” privacy protections could be couched as an antidote to the current U.S. privacy regime: a patchwork of sectoral privacy laws stitched atop the background of FTC consumer contract enforcement. However, this Essay maintains that a one-size-fits-all approach cannot successfully capture both privacy’s value and its variability. Yet, it is clearly the case that the present- day sectoral regime in the United States suffers from significant shortcomings. These shortcomings allow behaviors that seem …

Blockchain Games And A Disruptive Corporate Business Model, Xuan-Thao Nguyen

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This Article is the first to identify and theorize on a new disruptive corporate business model unfolding in the gaming industry that is larger than both the movie and music sectors combined. Corporations in blockchain gaming reject the old paradigm of amassing profits by turning the public into spenders for and consumers of corporate products. The new corporate business model transforms members of the public into producers and true owners of new corporate property while earning income and garnering governance voting rights. Through a case study of Axie Infinity, a blockchain game launched in 2021, this Article explores how the …

Manufacturing Innovation, Xuan-Thao Nguyen

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Using intellectual property assets as the proxy for innovation measures, this paper provides a comprehensive analysis of the legal and policy strategies that form the foundation for China's new role as the global manufacturer of innovation. Manufacturing innovation is evident through China's multi-prong approach regarding intellectual property production and maximization. Significantly, among many other policies that target innovation, China encourages the production of innovation by accepting patents and trademarks as collateral assets for financing. Entrepreneurs can quickly obtain loans against their portfolios of patents and trademarks. China also requires enterprises seeking to undergo an initial public offering (IPO) on the …

Title Theft, Stewart E. Sterk

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Real property owners across the country have been targeted by scammers who prepare deeds purporting to convey title to property the scammers do not own. Sometimes, the true owners are entirely unaware of these bogus transfers. In other instances, the scammers use misrepresentation to induce unsophisticated owners to sign documents they do not understand. Property doctrine protects owners against forgery and fraud—the primary vehicles scammers use in their efforts to transfer title. Owners enjoy protection not only against the scammers themselves, but generally against unsuspecting purchasers to whom the scammers transfer purported title. Recovery of title, however, involves costs and …

Juridical Discourse For Platforms, Thomas E. Kadri

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Facebook founder Mark Zuckerberg has created a private "Supreme Court," or so he says. Since 2021, his company's Oversight Board has issued verdicts on a smattering of Facebook's decisions about online speech. Cynics frame the Board as a Potemkin village, but defenders invoke analogies to separation of powers to claim that this new body empowers the public and restrains the company. Some are even calling for a single "platform supreme court" to rule over the entire industry.

Juridical discourse for platforms is powerful, but it can also be deceptive. This Response explores how juridical discourse has legitimized and empowered Facebook's …

Open-Source Clinical Machine Learning Models: Critical Appraisal Of Feasibility, Advantages, And Challenges, Keerthi B. Harish, W. Nicholson Price Ii, Yindalon Aphinyanaphongs

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Machine learning applications promise to augment clinical capabilities and at least 64 models have already been approved by the US Food and Drug Administration. These tools are developed, shared, and used in an environment in which regulations and market forces remain immature. An important consideration when evaluating this environment is the introduction of open-source solutions in which innovations are freely shared; such solutions have long been a facet of digital culture. We discuss the feasibility and implications of open-source machine learning in a health care infrastructure built upon proprietary information. The decreased cost of development as compared to drugs and …

Highly Automated Vehicles & Discrimination Against Low-Income Persons, William H. Widen

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Law reform in the United States often reflects a structural bias that advances narrow business interests without addressing broader public interest concerns.' This bias may appear by omitting protective language in laws or regulations which address a subject matter area, such as permitting the testing of highly automated vehicles ("HA Vs") on public roads, while omitting a requirement for a reasonable level of insurance as a condition to obtain a testing permit.2 This Article explores certain social and economic justice implications of laws and regulations governing the design, testing, manufacture, and deployment of HA Vs which might advance a business …

Facilitating Open Science Without Sacrificing Ip Rights, Or Cohen Sasson, Ofer Tur‐Sinai

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No abstract provided.

Physiognomic Artificial Intelligence, Luke Stark, Jevan Hutson

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The reanimation of the pseudosciences of physiognomy and phrenology at scale through computer vision and machine learning is a matter of urgent concern. This Article—which contributes to critical data studies, consumer protection law, biometric privacy law, and antidiscrimination law—endeavors to conceptualize and problematize physiognomic artificial intelligence (“AI”) and offer policy recommendations for state and federal lawmakers to forestall its proliferation.

Physiognomic AI, as this Article contends, is the practice of using computer software and related systems to infer or create hierarchies of an individual’s body composition, protected class status, perceived character, capabilities, and future social outcomes based on their physical …

The Patent Medium: Toward A Network Paradigm Of The Patent System, Or Cohen Sasson

Articles

The modern patent system is conceived of as an information platform; it is evident in the common description of the patent system as a quid-pro-quo bargain: Society grants exclusive rights in exchange for information published by a patentee. But is there more to the patent system than merely informing others? Does the patent system also serve as a communication (and not only information) platform, namely, as a medium? Based on an interdisciplinary analysis of the patent system's structure and features through the lenses of communication studies, this Article suggests that it does. It demonstrates how the patent system as a …

The Case For Banning (And Mandating) Ransomware Insurance, Kyle D. Logue, Adam B. Shniderman

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Ransomware attacks are becoming increasingly pervasive and disruptive, resulting in ransom demands becoming more exorbitant. Payments for ransom costs are increasingly being covered by insurance, which may offer coverage for a variety of cyber-related losses. Some commentators have expressed concern over this market phenomenon. Specifically, the concern is that the presence of insurance is making the ransomware problem worse based on the following theory: because there is ransomware insurance that covers ransom payments, and because paying the ransom is often far cheaper than paying the restoration and business interruption costs covered under the policy, there is an increased tendency to …

Autonomous Vehicle Regulation & Trust: The Impact Of Failures To Comply With Standards, William H. Widen, Phillip Koopman

Articles

The autonomous vehicle (AV) industry works very hard to create public trust in both AV technology and its developers. Building trust is part of a strategy to permit the industry itself to manage the testing and deployment of AV technology without regulatory interference. This article explains how industry actions to promote trust (both individually and collectively) have created concerns rather than comfort with this emerging technology. The article suggests how the industry might change its current approach to law and regulation from an adversarial posture to a more cooperative one in which a space is created for government regulation consistent …

Ai Insurance: How Liability Insurance Can Drive The Responsible Adoption Of Artificial Intelligence In Health Care, Ariel Dora Stern, Avi Goldfarb, Timo Minssen, W. Nicholson Price Ii

Articles

Despite enthusiasm about the potential to apply artificial intelligence (AI) to medicine and health care delivery, adoption remains tepid, even for the most compelling technologies. In this article, the authors focus on one set of challenges to AI adoption: those related to liability. Well-designed AI liability insurance can mitigate predictable liability risks and uncertainties in a way that is aligned with the interests of health care’s main stakeholders, including patients, physicians, and health care organization leadership. A market for AI insurance will encourage the use of high-quality AI, because insurers will be most keen to underwrite those products that are …

New Innovation Models In Medical Ai, W Nicholson Price Ii, Rachel E. Sachs, Rebecca S. Eisenberg

Articles

In recent years, scientists and researchers have devoted considerable resources to developing medical artificial intelligence (AI) technologies. Many of these technologies—particularly those that resemble traditional medical devices in their functions—have received substantial attention in the legal and policy literature. But other types of novel AI technologies, such as those related to quality improvement and optimizing use of scarce facilities, have been largely absent from the discussion thus far. These AI innovations have the potential to shed light on important aspects of health innovation policy. First, these AI innovations interact less with the legal regimes that scholars traditionally conceive of as …

The Injustice Of 1.5°C–2°C: The Need For A Scientifically Based Standard Of Fundamental Rights Protection In Constitutional Climate Change Cases, Andrea K. Rodgers, Lauren E. Sancken, Jennifer Marlow

Articles

In 2015, signatories to the Paris Agreement agreed to the goal of keeping global temperature rise this century to well below 2°C above preindustrial levels and to pursue efforts to limit the temperature increase even further to 1.5°C. Although the adoption of the Paris Agreement was in many ways a political triumph, seven years later many climate advocates are presenting the Paris target to judicial bodies as the de facto legal standard for fundamental rights protection in climate change cases. Yet, the history leading up to the signatories’ ultimate adoption of the Paris Agreement target suggests that the target is …

Terrified By Technology: How Systemic Bias Distorts U.S. Legal And Regulatory Responses To Emerging Technology, Steve Calandrillo, Nolan Kobuke Anderson

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Americans are becoming increasingly aware of the systemic biases we possess and how those biases preclude us from collectively living out the true meaning of our national creed. But to fully understand systemic bias we must acknowledge that it is pervasive and extends beyond the contexts of race, privilege, and economic status. Understanding all forms of systemic bias helps us to better understand ourselves and our shortcomings. At first glance, a human bias against emerging technology caused by systemic risk misperception might seem uninteresting or unimportant. But this Article demonstrates how the presence of systemic bias anywhere, even in an …

The Orkney Slew And Central Bank Digital Currencies, Jeffery Y. Zhang, Gary B. Gordon

Articles

This Article on central bank digital currencies is motivated by a parable, The Orkney Slew, which is set in an archipelago. Based on the parable, we point out a significant economic market failure that exists in the cross-border payments realm. The analysis then focuses on real-world examples and the national security concerns, including for Anti-Money Laundering/Combatting the Financing of Terrorism (AML/CFT) and the continued efficacy of U.S. sanctions, associated with the rapidly evolving digital payments landscape.

Many central banks around the world are now cooperatively experimenting with cross-border interoperability of digital currencies. These efforts are driven by the idea of …

Chapter Eight - Technology And The Law: The Automobile (By James Willard Hurst), Bj Ard, William J. Novak

Articles

In this chapter we are going to talk about some of the automobile effects that it has had. Upon the law, and some of the effects that the law has had upon the automobile. We could undoubtedly open up some worthwhile lines of thought, if we talked about the automobile in relation to, certain brooder problems of which it is a part: for example, the effects of the internal combustion the growth engine, or of all types of communication. But we shall have enough on our hands if we stick to the automobile, and even so in the limits of …

Willard Hurst, Technological Changes, And The Transformation Of American Public Law, William J. Novak

Articles

As Sociobiologist E.O. Wilson once famously framed the “problem of humanity”: “We have paleolithic emotions; medieval institutions; and god-like technology.” America’s greatest philosopher John Dewey similarly placed this yawning gap between rapidly expanding technological change and slowly evolving human emotions and institutions at the heart of what he called The Public and Its Problems. Indeed, Dewey traced the origins of the modern American state as well as what he termed “the Great Society” to the new and modern technologies in production and commerce and steam and electricity that “resulted in a social revolution.” Without warning, Dewey argued, traditional local communities …

Modeling Through, Ryan Calo

Articles

Theorists of justice have long imagined a decision-maker capable of acting wisely in every circumstance. Policymakers seldom live up to this ideal. They face well-understood limits, including an inability to anticipate the societal impacts of state intervention along a range of dimensions and values. Policymakers cannot see around corners or address societal problems at their roots. When it comes to regulation and policy-setting, policymakers are often forced, in the memorable words of political economist Charles Lindblom, to “muddle through” as best they can.

Powerful new affordances, from supercomputing to artificial intelligence, have arisen in the decades since Lindblom’s 1959 article …

Racialized, Judaized, Feminized: Identity-Based Attacks On The Press, Lili Levi

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No abstract provided.

Exclusion Cycles: Reinforcing Disparities In Medicine, Ana Bracic, Shawneequa L. Callier, Nicholson Price

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Minoritized populations face exclusion across contexts from politics to welfare to medicine. In medicine, exclusion manifests in substantial disparities in practice and in outcome. While these disparities arise from many sources, the interaction between institutions, dominant-group behaviors, and minoritized responses shape the overall pattern and are key to improving it. We apply the theory of exclusion cycles to medical practice, the collection of medical big data, and the development of artificial intelligence in medicine. These cycles are both self-reinforcing and other-reinforcing, leading to dismayingly persistent exclusion. The interactions between such cycles offer lessons and prescriptions for effective policy.

Moonshots, Matthew Wansley

Articles

In the last half-century, technological progress has stagnated. Rapid advances in information technology disguise the slow pace of productivity growth in other fields. Reigniting technological progress may require firms to invest in moonshots—long-term projects to commercialize innovations. Yet all but a few giant tech firms shy away from moonshots, even when the expected returns would justify the investment. The root of the problem is corporate structure. The process of developing a novel technology does not generate the kind of interim feedback that shareholders need to monitor managers and managers need to motivate employees. Managers who anticipate these agency problems invest …

Steering Loan Modifications Post-Pandemic, Pamela Foohey, Dalie Jimenez, Christopher K. Odinet

Articles

As part of federal and state relief programs created during the COVID-19 pandemic, many American households received pauses on their largest debts, particularly on mortgages and student loans. Others may have come to agreements with their lenders, likewise pausing or altering payment on other debts, such as auto loans and credit cards. This relief allowed households to allocate their savings and income to necessary expenses, like groceries, utilities, and medicine. But forbearance does not equal forgiveness. At the end of the various relief periods and moratoria, people will have to resume paying all their debts, the amounts of which may …

Special Matters: Filtering Privileged Materials In Federal Prosecutions, Christina Frohock

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This Article reviews the U.S. Department of Justice's toolbox for handling potentially privileged materials, with close attention to the evolution from filter teams to the Special Matters Unit in fraud prosecutions. Significant case opinions from the U.S. Courts of Appeals for the Fourth, Sixth, and Eleventh Circuits reveal the judiciary's diverse views on filter teams. The recent case of United States v. Esformes in the U.S. District Court for the Southern District of Florida, now on appeal to the Eleventh Circuit, illustrates how a filter team can fall short and draw unflattering attention to the Department of Justice. In the …

The Promise And Limits Of Lawfulness: Inequality, Law, And The Techlash, Salomé Viljoen

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In response to widespread skepticism about the recent rise of “tech ethics”, many critics have called for legal reform instead. In contrast with the “ethics response”, critics consider the “lawfulness response” more capable of disciplining the excesses of the technology industry. In fact, both are simultaneously vulnerable to industry capture and capable of advancing a more democratic egalitarian agenda for the information economy. Both ethics and law offer a terrain of contestation, rather than a predetermined set of commitments by which to achieve more democratic and egalitarian technological production. In advancing this argument, the essay focuses on two misunderstandings common …

The Growth & Regulatory Challenges Of Decentralized Finance, Aaron J. Wright

Articles

Proceedings of the 2021 Spring Conference: The Impact of Blockchain on the Practice of Law Panel 1: The Growth & Regulatory Challenges of Decentralized Finance

The Rise Of Decentralized Autonomous Organizations: Opportunities And Challenges, Aaron J. Wright

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The Author explores the nature of DAOs and highlights several areas where states and regulators can adapt existing legal regimes to potentially accommodate DAOs. Part of the Blockchain & Procedural Law seminars (Max Planck Institute Luxembourg for Procedural Law).