Engineering Commons^™

Regulating By Robot: Administrative Decision Making In The Machine-Learning Era, Cary Coglianese, David Lehr

All Faculty Scholarship

Machine-learning algorithms are transforming large segments of the economy, underlying everything from product marketing by online retailers to personalized search engines, and from advanced medical imaging to the software in self-driving cars. As machine learning’s use has expanded across all facets of society, anxiety has emerged about the intrusion of algorithmic machines into facets of life previously dependent on human judgment. Alarm bells sounding over the diffusion of artificial intelligence throughout the private sector only portend greater anxiety about digital robots replacing humans in the governmental sphere. A few administrative agencies have already begun to adopt this technology, while others …

The Taxation Of Cloud Computing And Digital Content, David Shakow

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“Cloud computing” raises important and difficult questions in state tax law, and for Federal taxes, particularly in the foreign tax area. As cloud computing solutions are adopted by businesses, items we view as tangible are transformed into digital products. In this article, I will describe the problems cloud computing poses for tax systems. I will show how current law is applied to cloud computing and will identify the difficulties current approaches face as they are applied to this developing technology.

My primary interest is how Federal tax law applies to cloud computing, particularly as the new technology affects international transactions. …

New Technologies And Constitutional Law, Thomas Fetzer, Christopher S. Yoo

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No abstract provided.

Architectural Censorship And The Fcc, Christopher S. Yoo

All Faculty Scholarship

Most First Amendment analyses of U.S. media policy have focused predominantly on “behavioral” regulation, which either prohibits the transmission of disfavored content (such as indecent programming) or mandates the dissemination of preferred content (such as children’s educational programming and political speech). In so doing, commentators have largely overlooked how program content is also affected by “structural” regulation, which focuses primarily on increasing the economic competitiveness of media industries. In this Article, Professor Christopher Yoo employs economic analysis to demonstrate how structural regulation can constitute a form of “architectural censorship” that has the unintended consequence of reducing the quantity, quality, and …

The Rise And Demise Of The Technology-Specific Approach To The First Amendment, Christopher S. Yoo

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This article examines how analytical, technological, and doctrinal developments are forcing the courts to reconsider their media-specific approach to assessing the constitutionality of media regulation. In particular, it offers a comprehensive reevaluation of the continuing validity of the Broadcast Model of regulation, which contains features, such as licensing and direct content regulation, that normally would be considered paradigmatic violations of the First Amendment. Specifically, the analysis assesses the theoretical coherence of the traditional justification for extending a lesser degree of First Amendment protection to broadcasting than to other media (i.e., the physical scarcity of the electromagnetic spectrum) as well as …

Access To Networks: Economic And Constitutional Connections, Daniel F. Spulber, Christopher S. Yoo

All Faculty Scholarship

A fundamental transformation is taking place in the basic approach to regulating network industries. Policy makers are in the process of abandoning their century-old commitment to rate regulation in favor of a new regulatory approach known as access regulation. Rather than controlling the price of outputs, the new approach focuses on compelling access to and mandating the price of inputs. Unfortunately, this shift in regulatory policy has not been met with an accompanying shift in the manner in which regulatory authorities regulate prices. Specifically, policy makers have continued to base rates on either historical or replacement cost. We argue that …

Realspace Sovereigns In Cyberspace: Problems With The Anticybersquatting Consumer Protection Act, Catherine T. Struve, R. Polk Wagner

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No abstract provided.

Filters And The First Amendment, R. Polk Wagner

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Internet content filters -- promising a technological solution to the uniquely social problem of widespread availability of adults-only content on the Internet -- appear to shift the debate over control of "cyberporn" from the legislative to the technical. Yet a growing number of commentators are expressing serious reservations about the free speech implications of filters. In this Article, I note that the ever-changing relationship between technology, network economics, and legal doctrine in the new economic and ideological marketplace of Cyberspace will fundamentally impact any constitutional analysis. I argue that the existing literature's analytic reliance on expansive concepts of state action …

The Medium Is The Mistake: The Law Of Software For The First Amendment, R. Polk Wagner

All Faculty Scholarship

Is computer software ? code written by humans that instructs a computer to perform certain tasks ? protected by the First Amendment? The answer to this question will significantly impact the course of future technological regulation, and will affect the scope of free expression rights in new media. In this note, I attempt to establish a framework for analysis, noting at the outset that the truly important question in this context is the threshold question: what is "speech or . . . the press"? I first describe two general ways that the Supreme Court has addressed the threshold question. One …