Law Commons^™

Regulating Black-Box Medicine, W. Nicholson Price Ii

Michigan Law Review

Data drive modern medicine. And our tools to analyze those data are growing ever more powerful. As health data are collected in greater and greater amounts, sophisticated algorithms based on those data can drive medical innovation, improve the process of care, and increase efficiency. Those algorithms, however, vary widely in quality. Some are accurate and powerful, while others may be riddled with errors or based on faulty science. When an opaque algorithm recommends an insulin dose to a diabetic patient, how do we know that dose is correct? Patients, providers, and insurers face substantial difficulties in identifying high-quality algorithms; they …

Risk And Resilience In Health Data Infrastructure, W. Nicholson Price Ii

Articles

Today’s health system runs on data. However, for a system that generates and requires so much data, the health care system is surprisingly bad at maintaining, connecting, and using those data. In the easy cases of coordinated care and stationary patients, the system works—sometimes. But when care is fragmented, fragmented data often result. Fragmented data create risks both to individual patients and to the system. For patients, fragmentation creates risks in care based on incomplete or incorrect information, and may also lead to privacy risks from a patched together system. For the system, data fragmentation hinders efforts to improve efficiency …

Artificial Intelligence In Health Care: Applications And Legal Implications, W. Nicholson Price Ii

Articles

Artificial intelligence (AI) is rapidly moving to change the healthcare system. Driven by the juxtaposition of big data and powerful machine learning techniques—terms I will explain momentarily—innovators have begun to develop tools to improve the process of clinical care, to advance medical research, and to improve efficiency. These tools rely on algorithms, programs created from healthcare data that can make predictions or recommendations. However, the algorithms themselves are often too complex for their reasoning to be understood or even stated explicitly. Such algorithms may be best described as “black-box.” This article briefly describes the concept of AI in medicine, including …

Lamarck Revisited: The Implications Of Epigenetics For Environmental Law, Michael P. Vandenbergh, David J. Vandenbergh, John G. Vandenbergh

Michigan Journal of Environmental & Administrative Law

For generations, a bedrock concept of biology was that genetic mutations are necessary to pass traits from one generation to the next, but new developments in genetics are challenging this fundamental assumption. A growing body of scientific evidence demonstrates that chemical alteration of the way a gene functions, whether through exposure to chemicals, foods or even traumatic experiences, may not only affect the exposed individual, but also the individual’s offspring for two generations or more. This interaction between genes and the environment, known as epigenetics, has revolutionized the understanding of how genes are expressed within an individual and how they …

Assessing The Climate Impacts Of U.S. Trade Agreements, Matthew C. Porterfield, Kevin P. Gallagher, Judith Claire Schachter

Michigan Journal of Environmental & Administrative Law

Meeting the ambitious goals of the Paris Agreement will require the United States and other major greenhouse gas (GHG) emitters to integrate climate change considerations into all relevant areas of economic policy. The United States, however, has conspicuously failed to do so with regard to international trade negotiations. International trade agreements tend to increase GHG emissions due to the economic effects of trade liberalization, including increases in the scale of economic activity and changes in the composition of the affected economies. Trade agreements can also affect climate change in less quantifiable but potentially more significant ways by restricting the ability …

Property Rights In Augmented Reality, Declan T. Conroy

Michigan Telecommunications & Technology Law Review

Increasingly, cities, towns, and even rural communities are being slowly reshaped by a dynamic yet initially imperceptible phenomenon: the elaboration of augmented reality. Through applications that place virtual features over specific, real-world locations, layers of augmented reality are proliferating, adding new elements to an increasingly wide range of places. However, while many welcome the sudden appearance of arenas for battling digital creatures in their neighborhood or the chance to write virtual messages on their neighbor’s wall, the areas being augmented oftentimes are privately owned, thereby implicating property rights. Many intrusions, of course, are de minimis: an isolated, invisible Pikachu unexpectedly …

Connect The Dots: Patents And Interdisciplinarity, Michal Shur-Ofry

University of Michigan Journal of Law Reform

This Article unravels a troubling paradox in the ecosystem of innovation. Interdisciplinarity is widely recognized as a source of valuable innovation and a trigger for technological breakthroughs. Yet, patent law, a principal legal tool for promoting innovation, fails to acknowledge it in an explicit, consistent manner. Moreover, although the scientific understanding of the significance of interdisciplinarity for innovation increasingly relies on big data analyses of patent databases, patent law practically ignores patent data as a source of information about interdisciplinary innovation. This Article argues that patent law should connect the dots—explicitly recognize interdisciplinarity as a positive indication when deciding whether …

Technology-Based? Cost Factoring In U.S. Environmental Standards, Jamison E. Colburn

Michigan Journal of Environmental & Administrative Law

Environmental controls in the United States are often said to be “technology-based” because the polluter’s duties are determined by the available technology for controlling that pollution rather than by the social costs and benefits of doing so. Indeed, this is much of what distinguishes U.S. environmental law post-1970 from that which preceded it. But technology-based standards have in fact weighed the costs of controlling pollution in unique, often obscure ways, yielding an analysis that defies standardization and basic notions of transparency. Often lumped under an umbrella heading called “feasibility” analysis and justified on the grounds that it avoids many of …

Improving Access To Justice In State Courts With Platform Technology, J. J. Prescott

Articles

Access to justice often equates to access to state courts, and for millions of Americans, using state courts to resolve their disputes—often with the government—is a real challenge. Reforms are regularly proposed in the hopes of improving the situation (e.g., better legal aid), but until recently a significant part of the problem has been structural. Using state courts today for all but the simplest of legal transactions entails at the very least traveling to a courthouse and meeting with a decision maker in person and in a one-on-one setting. Even minimally effective access, therefore, requires time, transportation, and very often …

Contracts Ex Machina, Kevin Werbach, Nicolas Cornell

Articles

Smart contracts are self-executing digital transactions using decentralized cryptographic mechanisms for enforcement. They were theorized more than twenty years ago, but the recent development of Bitcoin and blockchain technologies has rekindled excitement about their potential among technologists and industry. Startup companies and major enterprises alike are now developing smart contract solutions for an array of markets, purporting to offer a digital bypass around traditional contract law. For legal scholars, smart contracts pose a significant question: Do smart contracts offer a superior solution to the problems that contract law addresses? In this article, we aim to understand both the potential and …

Factors In Fairness And Emotion In Online Case Resolution Systems, Youyang Hou, Cliff Lampe, Maximilian Bulinski, J. J. Prescott

Articles

Courts are increasingly adopting online information and communication technology, creating a need to consider the potential consequences of these tools for the justice system. Using survey responses from 209 litigants who had recently used an online case resolution system, we investigate factors that influenced litigants’ experiences of fairness and emotional feelings toward court officials. Our results show that ease of using the online case resolution system, the outcome of the case, and a litigant’s perceptions of procedural justice are positively associated both with whether the litigant views the process as fair and whether the litigant ultimately feels positive emotions toward …

Implementing High Frequency Trading Regulation: A Critical Analysis Of Current Reforms, Michael Morelli

Michigan Business & Entrepreneurial Law Review

Technological developments in securities markets, most notably high frequency trading, have fundamentally changed the structure and nature of trading over the past fifty years. Policymakers, both domestically and abroad, now face many new challenges influencing the secondary market’s effectiveness as a generator of economic growth and stability. Faced with these rapid structural changes, many are quick to denounce high frequency trading as opportunistic and parasitic. This article, however, instead argues that while high frequency trading presents certain general risks to secondary market efficiency, liquidity, stability, and integrity, the practice encompasses a wide variety of strategies, many of which can enhance, …

Bitcoin's Growing Pains: Intermediation And The Need For An Effective Loss Allocation Mechanism, Andrew Kang

Michigan Business & Entrepreneurial Law Review

This paper examines a phenomenon largely overlooked in existing literature: as Bitcoin matures into a mainstream consumer payments system with the rise of intermediation and hosted wallet services, it is slowly transforming from a purely decentralized peer-to-peer currency into something that (ironically) more closely resembles the bank-intermediated payment systems of the past. This paper explains how this transformation creates complicated issues of loss allocation not anticipated by Bitcoin’s founder. Further, it argues for the need of an effective legal mechanism to efficiently and fairly allocate losses between intermediaries and users. The first section of this paper will explain how Bitcoin …

Steering Consumers Toward Driverless Vehicles: A Federal Rebate Program As A Catalyst For Early Technology Adoption, Marie Williams

Michigan Telecommunications & Technology Law Review

In the not-too-distant future, your car could drive itself; technology companies and automobile manufacturers alike are currently developing driverless vehicle technology. While there are many touted benefits to driverless vehicles, perhaps the most important societal benefit is a reduction in automobile accidents. Currently, car crashes are one of the leading causes of death in the United States, and the majority of accidents are caused by human error. Unlike humans, driverless vehicles will not get distracted, significantly decreasing the number of car crash fatalities that happen each year.

In order for driverless vehicles to save lives, driverless vehicles must be on …

A Comment On Privacy And Accountability In Black-Box Medicine, Carl E. Schneider

Michigan Telecommunications & Technology Law Review

Human institutions and activities cannot avoid failures. Anxiety about them often provokes governments to try to prevent those failures. When that anxiety is vivid and urgent, government may do so without carefully asking whether regulation’s costs justify their benefits. Privacy and Accountability in Black Box Medicine admirably labors to bring discipline and rationality to thinking about an important development — the rise of “black-box medicine” — before it causes injuries regulation should have prevented and before it is impaired by improvident regulation. That is, Privacy and Accountability weighs the costs against the benefits of various forms of regulation across the …

New Threats To Vehicle Safety: How Cybersecurity Policy Will Shape The Future Of Autonomous Vehicles, Caleb Kennedy

Michigan Telecommunications & Technology Law Review

This note assesses the threat that hacking and related cybersecurity issues will pose to autonomous vehicles. Given the sweeping safety benefits autonomous vehicles will potentially bring to society, protecting against hacking and cyber-threats must be one of the top priorities for industry and public safety officials if autonomous vehicles are to gain widespread acceptance in the market. It proposes a framework for how these concerns should be addressed and how we can mitigate the risks. It addresses both proactive and reactive measures that can be taken by manufacturers, how to incentivize these measures, and the role cyber-insurance can play in …

Jailbreak!: What Happens When Autonomous Vehicle Owners Hack Into Their Own Cars, Michael Sinanian

Michigan Telecommunications & Technology Law Review

Autonomous and connected vehicles (ACVs) are a transformational force for humanity. It is highly likely that some owners of ACVs will circumvent their vehicle software to expose unauthorized functionality, known as “jailbreaking”. This would trigger copyright liability, the extent of which would be dependent upon the copyright system’s various rulemaking processes and common law interpretations. This note explores the world of software “jailbreaking”, with its roots in smartphone unlocking, and extrapolates that to ACVs. Some compelling (and at times dangerous) scenarios are contemplated, and recommendations are made for consumers, technologists, manufacturers, and policy makers.

A Survey Of Legal Issues Arising From The Deployment Of Autonomous And Connected Vehicles, Daniel A. Crane, Kyle D. Logue, Bryce C. Pilz

Michigan Telecommunications & Technology Law Review

With concerns rising over the number and variety of state regulations, companies are increasingly looking to the federal government for guidance. Representatives from Google, GM, Lyft, and Delphi testified before Congress on March 15, urging Congress to pass a federal law concerning autonomous vehicles. While the passage of any federal legislation is unclear at this time, other parts of the federal government have been extremely active in recent months. In January 2016, the Obama administration proposed a 10-year, $4 billion investment in autonomous vehicle technology. In that same announcement, the Department of Transportation (“DOT”) committed to developing model state policy …

Fetishizing Copies, Jessica Litman

Book Chapters

Our copyright laws encourage authors to create new works and communicate them to the public, because we hope that people will read the books, listen to the music, see the art, watch the films, run the software, and build and inhabit the buildings. That is the way that copyright promotes the Progress of Science. Recently, that not-very-controversial principle has collided with copyright owners’ conviction that they should be able to control, or at least collect royalties from, all uses of their works. A particularly ill-considered manifestation of this conviction is what I have decided to call copy-fetish. This is the …