Law Commons^™

Data-Informed Duties In Ai Development, Frank A. Pasquale

Faculty Scholarship

Law should help direct—and not merely constrain—the development of artificial intelligence (AI). One path to influence is the development of standards of care both supplemented and informed by rigorous regulatory guidance. Such standards are particularly important given the potential for inaccurate and inappropriate data to contaminate machine learning. Firms relying on faulty data can be required to compensate those harmed by that data use—and should be subject to punitive damages when such use is repeated or willful. Regulatory standards for data collection, analysis, use, and stewardship can inform and complement generalist judges. Such regulation will not only provide guidance to …

Testimony Before The Committee On Energy And Commerce, Subcommittee On Environment And Economics, U.S. House Of Representatives, Hearing On Constitutional Considerations: States Vs. Federal Environmental Policy Implementation July 11, 2014, Rena I. Steinzor

Congressional Testimony

No abstract provided.

Risk, Uncertainty And Precaution: Lessons From The History Of Us Environmental Law, Robert V. Percival

Faculty Scholarship

Globalization and expanding world trade are creating new pressures to harmonize environmental standards. Countries increasingly are borrowing legal and regulatory policy innovations from one another, moving toward greater harmonization of regulatory policies. Regulatory policy generally seeks to prevent harm before it occurs, but the reality is that it usually has been more reactive than precautionary, responding only after harm has become manifest. As regulators seek to improve their responses to new and emerging environmental risks, it is useful to consider what lessons can be learned from past experience with regulatory policy. This chapter reviews controversies over regulatory policy through the …

Of Coal, Climate And Carp: Reconsidering The Common Law Of Interstate Nuisance, Robert V. Percival

Faculty Scholarship

This paper argues that the common law of interstate nuisance remains an essential tool despite the rise of the modern regulatory state. In the rare cases when existing regulatory authorities fail to address emerging environmental problems, federal common law can serve as a backstop. When federal regulatory authorities are capable of addressing transboundary problems, but fail to do so, common law actions based on the law of source states remain a viable means of redress for states suffering significant harm from such pollution. Reconnecting the law of interstate nuisance to its historical roots, the paper concludes that the common law …

Lessons From The North Sea: Should "Safety Cases" Come To America?, Rena I. Steinzor

Faculty Scholarship

The catastrophic oil spill in the Gulf of Mexico last spring and summer has triggered an intense search for more effective regulatory methods that would prevent such disasters. The new Bureau of Ocean Energy Management, Regulation, and Enforcement (BOEMRE) is under pressure to adopt the British “safety case” system, which requires the preparation of a facility-specific plan that is typically several hundred pages long. This system is supposed to inculcate a “safety culture” within companies that operate offshore in the British portion of the North Sea because it overcomes a “box-ticking” mentality and constitutes “bottom up” implementation of safety measures. …

The Truth About Regulation In America, Rena I. Steinzor

Faculty Scholarship

The special interests leading the accelerating crusade against regulation have re-ignited a potent coalition of industry lobbyists, traditional conservatives, and grassroots Tea Party activists. The politicians speak in generic terms for public consumption: “the nation is broke,” “big government is bad,” “regulation costs trillions.” Behind the scenes, industry lobbyists target for repeal dozens of regulations that are designed to control pollution, ensure drug, product, and food safety, and eliminate workplace hazards. In an effort to bring light and air to an often misleading and always opportunistic national debate, this essay presents five truths about the state of health, safety, and …

The Emergence Of Global Environmental Law, Tseming Yang, Robert V. Percival

Faculty Scholarship

With the global growth of public concern about environmental issues over the last several decades, environmental legal norms have become increasingly internationalized. This development has been reflected both in the surge of international environmental agreements as well as the growth and increased sophistication of national environmental legal systems around the world. The result is the emergence of a set of legal principles and norms regarding the environment, such that one can arguably describe it as a body of law. After exploring the diverse forces that are contributing to the emergence of what we call “global environmental law,” this Article considers …

Internet Nondiscrimination Principles: Commercial Ethics For Carriers And Search Engines, Frank Pasquale

Faculty Scholarship

Unaccountable power at any layer of online life can stifle innovation elsewhere. Dominant search engines rightly worry that carriers will use their control of the physical layer of internet infrastructure to pick winners among content and application providers. Though they advocate net neutrality, they have been much less quick to recognize the threat to openness and fair play their own practices may pose.

Just as dominant search engines fear an unfairly tiered online world, they should be required to provide access to their archives and indices in a nondiscriminatory manner. If dominant search engines want carriers to disclose their traffic …

The Three Faces Of Retainer Care: Crafting A Tailored Regulatory Response, Frank Pasquale

Faculty Scholarship

Retainer care arrangements allow patients to pay a fee directly to a physician's office in order to obtain special access to care. Practices usually convert to retainer status by concentrating their attention on a small panel and dropping the majority of their patients. Proponents call retainer care a triumph of consumer-directed health care; opponents deride it as boutique medicine. Both sides are deploying a variety of legal tactics in order to attain their goals.

After surveying these conflicts, this article clarifies what is at stake by analyzing the three key features of retainer care: preventive care, queue-jumping, and amenity-bundling. Most …