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Full-Text Articles in Physical Sciences and Mathematics

Algorithm Vs. Algorithm, Cary Coglianese, Alicia Lai Jan 2022

Algorithm Vs. Algorithm, Cary Coglianese, Alicia Lai

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Critics raise alarm bells about governmental use of digital algorithms, charging that they are too complex, inscrutable, and prone to bias. A realistic assessment of digital algorithms, though, must acknowledge that government is already driven by algorithms of arguably greater complexity and potential for abuse: the algorithms implicit in human decision-making. The human brain operates algorithmically through complex neural networks. And when humans make collective decisions, they operate via algorithms too—those reflected in legislative, judicial, and administrative processes. Yet these human algorithms undeniably fail and are far from transparent. On an individual level, human decision-making suffers from memory limitations, fatigue, …

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Administrative Law In The Automated State, Cary Coglianese Jan 2021

Administrative Law In The Automated State, Cary Coglianese

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In the future, administrative agencies will rely increasingly on digital automation powered by machine learning algorithms. Can U.S. administrative law accommodate such a future? Not only might a highly automated state readily meet longstanding administrative law principles, but the responsible use of machine learning algorithms might perform even better than the status quo in terms of fulfilling administrative law’s core values of expert decision-making and democratic accountability. Algorithmic governance clearly promises more accurate, data-driven decisions. Moreover, due to their mathematical properties, algorithms might well prove to be more faithful agents of democratic institutions. Yet even if an automated state were …

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Environmental Soft Law As A Governance Strategy, Cary Coglianese Oct 2020

Environmental Soft Law As A Governance Strategy, Cary Coglianese

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Soft law governance relies on nongovernmental institutions that establish and implement voluntary standards. Compared with traditional hard law solutions to societal and economic problems, soft law alternatives promise to be more politically feasible to establish and then easier to adapt in the face of changing circumstances. They may also seem more likely to be flexible in what they demand of targeted businesses and other entities. But can soft law actually work to solve major problems? This Article considers the value of soft law governance through the lens of three major voluntary, nongovernmental initiatives that address environmental concerns: (1) ISO 14001 …

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Decarbonization In Democracy, Shelley Welton Jan 2020

Decarbonization In Democracy, Shelley Welton

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Conventional wisdom holds that democracy is structurally ill-equipped to confront climate change. As the story goes, because each of us tends to dismiss consequences that befall people in other places and in future times, “the people” cannot be trusted to craft adequate decarbonization policies, designed to reduce present-day, domestic carbon emissions. Accordingly, U.S. climate change policy has focused on technocratic fixes that operate predominantly through executive action to escape democratic politics — with vanishingly little to show for it after a change in presidential administration. To help craft a more durable U.S. climate change strategy, this Article scrutinizes the purported …

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Making Sustainability Disclosure Sustainable, Jill E. Fisch Jul 2019

Making Sustainability Disclosure Sustainable, Jill E. Fisch

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Sustainability is receiving increasing attention from issuers, investors and regulators. The desire to understand issuer sustainability practices and their relationship to economic performance has resulted in a proliferation of sustainability disclosure regimes and standards. The range of approaches to disclosure, however, limit the comparability and reliability of the information disclosed. The Securities & Exchange Commission (SEC) has solicited comment on whether to require expanded sustainability disclosures in issuer’s periodic financial reporting, and investors have communicated broad-based support for such expanded disclosures, but, to date, the SEC has not required general sustainability disclosure.

This Article argues that claims about the relationship …

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Clean Energy Justice: Charting An Emerging Agenda, Shelley Welton, Joel B. Eisen Jan 2019

Clean Energy Justice: Charting An Emerging Agenda, Shelley Welton, Joel B. Eisen

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The rapid transition to clean energy is fraught with potential inequities. As clean energy policies ramp up in scale and ambition, they confront challenging new questions: Who should pay for the transition? Who should live next to the industrial-scale wind and solar farms these policies promote? Will the new “green” economy be a fairer one, with more widespread opportunity, than the fossil fuel economy it is replacing? Who gets to decide what kinds of resources power our decarbonized world? In this article, we assert that it is useful to understand these challenges collectively, as part of an emerging agenda of …

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Antitrust And Information Technologies, Herbert J. Hovenkamp Mar 2016

Antitrust And Information Technologies, Herbert J. Hovenkamp

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Technological change strongly affects the use of information to facilitate anticompetitive practices. The effects result mainly from digitization and the many products and processes that it enables. These technologies of information also account for a significant portion of the difficulties that antitrust law encounters when its addresses intellectual property rights. In addition, changes in the technologies of information affect the structures of certain products, in the process either increasing or decreasing the potential for competitive harm.

For example, digital technology affects the way firms exercise market power, but it also imposes serious measurement difficulties. The digital revolution has occurred in …

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Wireless Network Neutrality: Technological Challenges And Policy Implications, Christopher S. Yoo Jan 2016

Wireless Network Neutrality: Technological Challenges And Policy Implications, Christopher S. Yoo

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One key aspect of the debate over network neutrality has been whether and how network neutrality should apply to wireless networks. The existing commentary has focused on the economics of wireless network neutrality, but to date a detailed analysis of how the technical aspects of wireless networks affect the implementation of network neutrality has yet to appear in the literature. As an initial matter, bad handoffs, local congestion, and the physics of wave propagation make wireless broadband networks significantly less reliable than fixed broadband networks. These technical differences require the network to manage dropped packets and congestion in a way …

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The Other Side Of Garcia:The Right Of Publicity And Copyright Preemption, Jennifer E. Rothman Jan 2016

The Other Side Of Garcia:The Right Of Publicity And Copyright Preemption, Jennifer E. Rothman

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This essay is adapted from a talk that I gave on October 2, 2015 at Columbia Law School’s annual Kernochan Center Symposium. The all-day conference focused on Copyright Outside the Box. The essay considers the aftermath of Garcia v. Google, Inc., and the Ninth Circuit’s suggestion in that case that Garcia might have a right of publicity claim against the filmmakers, even though her copyright claim failed.

The essay provides a partial update of my prior work, Copyright Preemption and the Right of Publicity, 36 U.C. Davis L. Rev. 199 (2002), and suggests that despite numerous cases over …

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An Empirical Analysis Of Cost Recovery In Superfund Cases: Implications For Brownfields And Joint And Several Liability, Howard F. Chang, Hilary Sigman Jan 2014

An Empirical Analysis Of Cost Recovery In Superfund Cases: Implications For Brownfields And Joint And Several Liability, Howard F. Chang, Hilary Sigman

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Economic theory developed in the prior literature indicates that under the joint and several liability imposed by the federal Superfund statute, the government should recover more of its costs of cleaning up contaminated sites than it would under nonjoint liability, and the amount recovered should increase with the number of defendants and with the independence among defendants in trial outcomes. We test these predictions empirically using data on outcomes in federal Superfund cases. Theory also suggests that this increase in the amount recovered may discourage the sale and redevelopment of potentially contaminated sites (or “brownfields”). We find the increase to …

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Enhancing Public Access To Online Rulemaking Information, Cary Coglianese Oct 2012

Enhancing Public Access To Online Rulemaking Information, Cary Coglianese

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One of the most significant powers exercised by federal agencies is their power to make rules. Given the importance of agency rulemaking, the process by which agencies develop rules has long been subject to procedural requirements aiming to advance democratic values of openness and public participation. With the advent of the digital age, government agencies have engaged in increasing efforts to make rulemaking information available online as well as to elicit public participation via electronic means of communication. How successful are these efforts? How might they be improved? In this article, I investigate agencies’ efforts to make rulemaking information available …

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The Effect Of Allowing Pollution Offsets With Imperfect Enforcement, Hilary A. Sigman, Howard F. Chang Sep 2010

The Effect Of Allowing Pollution Offsets With Imperfect Enforcement, Hilary A. Sigman, Howard F. Chang

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Several pollution control regimes, including climate change policies, allow polluters in one sector subject to an emissions cap to offset excessive emissions in that sector with pollution abatement in another sector. The government may often find it more costly to verify offset claims than to verify compliance with emissions caps, and concerns about difficulties in enforcement may lead regulators to restrict the use of offsets. In this paper, we demonstrate that allowing offsets may increase pollution abatement and reduce illegal pollution, even if the government has a fixed enforcement budget. We explore the circumstances that may make it preferable to …

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The Environment And Climate Change: Is International Migration Part Of The Problem Or Part Of The Solution?, Howard F. Chang Jan 2009

The Environment And Climate Change: Is International Migration Part Of The Problem Or Part Of The Solution?, Howard F. Chang

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No abstract provided.

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From The States Up: Building A National Renewable Energy Policy, Shelley Welton Jan 2008

From The States Up: Building A National Renewable Energy Policy, Shelley Welton

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In 2006, a U.S. Government Accountability Office (GAO) report concluded that “[r]educing the nation’s dependence on oil and carbon dioxide emissions in the next 25 years is not unlike the 1960s challenge to put a man on the moon.” In fact, this analogy may be understated. While the scope of the two challenges is similarly daunting, the consequences of failure are potentially much more serious in the case of the energy challenge. One key component of addressing this challenge will be changing the ways in which the U.S. meets its seemingly insatiable electricity demand. The environmental, foreign policy, health, and …

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Shifting Sands: The Limits Of Science In Setting Risk Standards, Cary Coglianese, Gary E. Marchant Apr 2004

Shifting Sands: The Limits Of Science In Setting Risk Standards, Cary Coglianese, Gary E. Marchant

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Regulators need to rely on science to understand problems and predict the consequences of regulatory actions, but over reliance on science can actually contribute to, or at least deflect attention from, incoherent policymaking. In this article, we explore the problems with using science to justify policy decisions by analyzing the Environmental Protection Agency's recently revised air quality standards for ground-level ozone and particulate matter, some of the most significant regulations ever issued. In revising these standards, EPA mistakenly invoked science as the exclusive basis for its decisions and deflected attention from a remarkable series of inconsistencies. For example, even though …

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Incentives To Settle Under Joint And Several Liability: An Empirical Analysis Of Superfund Litigation, Howard F. Chang, Hilary Sigman Jan 2000

Incentives To Settle Under Joint And Several Liability: An Empirical Analysis Of Superfund Litigation, Howard F. Chang, Hilary Sigman

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Congress may soon restrict joint and several liability for cleanup of contaminated sites under Superfund. We explore whether this change would discourage settlements and is therefore likely to increase the program 's already high litigation costs per site. Recent theoretical research by Kornhauser and Revesz finds that joint and several liability may either encourage or discourage settlement, depending on the correlation of outcomes at trial across defendants. We extend their two-defendant model to a richer framework with N defendants. This extension allows us to test the theoretical model empirically using data on Superfund litigation. We find that joint and several …

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Protecting The Environment: Finding The Balance Between Delaney And Free Play, Geoffrey C. Hazard Jr., Howard C. Kunreuther Jan 1997

Protecting The Environment: Finding The Balance Between Delaney And Free Play, Geoffrey C. Hazard Jr., Howard C. Kunreuther

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No abstract provided.

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