Law Commons^™

Machine Learning And Law, Harry Surden

Publications

This Article explores the application of machine learning techniques within the practice of law. Broadly speaking “machine learning” refers to computer algorithms that have the ability to “learn” or improve in performance over time on some task. In general, machine learning algorithms are designed to detect patterns in data and then apply these patterns going forward to new data in order to automate particular tasks. Outside of law, machine learning techniques have been successfully applied to automate tasks that were once thought to necessitate human intelligence — for example language translation, fraud-detection, driving automobiles, facial recognition, and data-mining. If performing …

Function Over Form: Bringing The Fixation Requirement Into The Modern Era, Megan M. Carpenter, Steven Hetcher

Law Faculty Scholarship

This Article examines the ways that contemporary creativity challenges copyright’s fixation requirement. In this Article, we identify concrete problems with the fixation requirement, both practically and in light of the fundamental purpose and policy behind copyright law, and argue for a change that would amend the fixation requirement to better function in the modern era.

Specifically, we conclude that a fair appraisal of the justifications for the fixation requirement provides little, if any, rationale for fixation except to the extent that fixation helps to separate idea from expression in determining the “metes and bounds” of creative expression. Recent case law …

Creating Around Copyright, Joseph P. Fishman

Vanderbilt Law School Faculty Publications

It is generally understood that the copyright system constrains downstream creators by limiting their ability to use protected works in follow-on expression. Those who view the promotion of creativity as copyright’s mission usually consider this constraint to be a necessary evil at best and an unnecessary one at worst. This conventional wisdom rests on the seemingly intuitive premise that more creative choice will deliver more creativity. Yet that premise is belied by both the history of the arts and contemporary psychological research on the creative process. In fact, creativity flourishes best not under complete freedom, but rather under a moderate …

Copyright Infringement And The Separated Powers Of Moral Entrepreneurship, Joseph P. Fishman

Vanderbilt Law School Faculty Publications

This Article examines the copyright industries’ “moral entrepreneurs,” sociologist Howard Becker’s term for enterprising crusaders who seek to change existing social norms regarding particular conduct. Becker’s conception of moral entrepreneurship consists of two groups performing separate tasks: rule creators work to translate their preferred norms into legal prohibitions, and then a separate class of enforcers administer those prohibitions. In a limited sense, U.S. copyright law hews to this scheme. Legislation such as the No Electronic Theft Act of 1997 and the Artists’ Rights and Theft Prevention Act of 2005 has assigned the federal government an increasing role in defining intellectual-property …

A Restatement Of Copyright Law As More Independent And Stable Treatise, Ann Bartow

Elisabeth Haub School of Law Faculty Publications

Copyright scholar Ann Bartow proposes a Restatement of her field of expertise, an area dominated by one federal statute, the Copyright Act. One might have thought that the traditional Restatement attention to state rather than federal law and common law rather than statutes would disqualify copyright from restateability. But as other contributions to this Symposium observe, federal statutory law has long lain in the sights of restaters, and as Bartow shows, copyright is plenty “complicated,” disputed, and refashioned in the courts. Moreover, as Bartow argues, the place that Restatement of Copyright could occupy is now held by a for-profit treatise …

Faustian Perspective On Digitization: Making A Deal With The Devil, Lucie Guibault

Articles, Book Chapters, & Popular Press

Digitization of library material, archives and museum collections, arts organizations repositories is progressing rapidly, and opens up new possibilities of accessing, using and re-using the knowledge embodied in cultural heritage. By giving new purpose and function to works, it enhances the value of the public domain and enriches the public sphere. However, digitization also creates the conditions for the rise of new proprietary entitlements over cultural objects. Such ‘informational monopolies’ are often justified as necessary to recoup the high costs of digitization, or as the basis to provide additional sources of income for the cultural institutions. At the same time, …

Afterword: Conferring About The Conference, Jessica Silbey, Aaron Perzanowski, Marketa Trimble

Faculty Scholarship

We heard at the conference five rich papers, all addressing in one way or another the conference's theme: "ReCalibrating Copyright: Continuity, Contemporary Culture, and Change." Professor Craig Joyce, in his capacity as conference convener, asked us as Fellows, at the end of the day of presentations and discussions, how we thought the Presenters' papers spoke to each other and to the conference's focus.

The Semiotics Of Film In Us Supreme Court Cases, Jessica Silbey, Meghan Hayes Slack

Faculty Scholarship

This chapter explores the treatment of film as a cultural object among varied legal subject matter in US Supreme Court jurisprudence. Film is significant as an object or industry well beyond its incarnation as popular media. Its role in law – even the highest level of US appellate law – is similarly varied and goes well beyond the subject of a copyright case (as a moving picture) or as an evidentiary proffer (as a video of a criminal confession). This chapter traces the discussion of film in US Supreme Court cases in order to map the wide-ranging and diverse ­relations …

Small Fry In Copyright Litigation, James Gibson

Law Faculty Publications

In two of my earlier entries in this series, I discussed the results of an empirical study of copyright cases that I have been doing with my colleague Chris Cotropia. One of those entries focused on how hard the parties in copyright lawsuits fightagainst each other, and the other focused on the role of major media companies in copyright litigation.

In this entry, I will continue to talk about the parties that we observed in our study, but instead of discussing major media companies, I will concentrate on the other end of the spectrum: the individual as a party. This …

Lost Classics Of Intellectual Property Law, Michael J. Madison

Articles

Santayana wrote, “Those who cannot remember the past are condemned to repeat it.” American legal scholarship often suffers from a related sin of omission: failing to acknowledge its intellectual debts. This short piece attempts to cure one possible source of the problem, in one discipline: inadequate information about what’s worth reading among older writing. I list “lost classics” of American scholarship in intellectual property law. These are not truly “lost,” and what counts as “classic” is often in the eye of the beholder (or reader). But these works may usefully be found again, and intellectual property law scholarship would be …

Penalty Default Licenses: A Case For Uncertainty, Kristelia A. García

Publications

Research on the statutory license for certain types of copyright-protected content has revealed an unlikely symbiosis between uncertainty and efficiency. Contrary to received wisdom, which tells us that in order to increase efficiency, we must increase stability, this Article suggests that uncertainty can actually be used to increase efficiency in the marketplace. In the music industry, the battle over terrestrial performance rights--that is, the right of a copyright holder to collect royalties for plays of a sound recording on terrestrial radio--has raged for decades. In June 2012, in a deal that circumvented the statutory license for sound recordings for the …

Copyright Crime And Punishment: The First Amendment's Proportionality Puzzle, Margot Kaminski

Publications

The United States is often considered to be the most speech-protective country in the world. Paradoxically, the features that have led to this reputation have created areas in which the United States is in fact less speech protective than other countries. The Supreme Court's increasing use of a categorical approach to the First Amendment has created a growing divide between the US. approach to reconciling copyright and free expression and the proportionality analysis adopted by most of the rest of the world.

In practice, the U.S. categorical approach to the First Amendment minimizes opportunities for judicial oversight of copyright. Consequently, …

Useful Articles In Copyright: Proposed Amendments To Section 101 And 114 - 2014, Wendy J. Gordon

Scholarship Chronologically

The origin of the definition probably lies with everyone's favorite protean decision, Baker v. Selden, 101 U.S. 99 (1879). For example, in 1924, the Second Circuit borrowed from Baker in upholding the copyright in 'Sparky,' a stuffed doll in the shape of a horse. The crucial distinction, which the court quoted from Baker, was the line between, on the one hand, "designs or pictorial illustrations addressed to the taste" whose "object [is] the production of pleasure in their contemplation," and, on the other hand, "methods of useful art [that] have their final end in application and use. "

The Territoriality Referendum, Marketa Trimble

Scholarly Works

Many Internet users have encountered geoblocking tools – tools that prevent users from accessing certain content on the Internet based on the location from which the users are connecting to the Internet. Because at least some users want to access such content, they turn to tools that enable them to evade geoblocking, to appear on the Internet as if they were located in another location, and to access the content that is available in this other location. So far these activities appear to be under the radar of intellectual property (“IP”) owners, perhaps because geoblocking evasion by users for the …

Conferring About The Conference (Recalibrating Copyright: Continuity, Contemporary Culture, And Change), Marketa Trimble

Scholarly Works

Professor Marketa Trimble and her colleagues Professors Jessica Silbey and Aaron Perzanowski reflect on papers presented at the University of Houston Law Center's Institute for Intellectual Property & Information Law's annual conference held in Spring of 2014.

Consumer Welfare In Competition And Intellectual Property Law, Herbert J. Hovenkamp

All Faculty Scholarship

Whether antitrust policy should pursue a goal of "general welfare" or "consumer welfare" has been debated for decades. The academic debate is much more varied than the case law, however, which has consistently adopted consumer welfare as a goal, almost never condemning a practice found to produce an actual output reduction or price increase simply because productive efficiency gains accruing to producers exceeded consumer losses.

While some practices such as mergers might produce greater gains in productive efficiency than losses in consumer welfare, identifying such situations would be extraordinarily difficult. First, these efficiencies would have to be "transaction specific," meaning …

Copyright’S Private Ordering And The 'Next Great Copyright Act', Jennifer E. Rothman

All Faculty Scholarship

Private ordering plays a significant role in the application of intellectual property laws, especially in the context of copyright law. In this Article, I highlight some of the dominant modes of private ordering and consider what formal copyright law should do, if anything, to engage with private ordering in the copyright space. I conclude that there is not one single approach that copyright law should take with regard to private ordering, but instead several different approaches. In some instances, the best option is for the law to get out of the way and simply continue to provide room for various …

The Marrakesh Treaty For Visually Impaired Persons: Why A Treaty Was Preferable To Soft Law, Margot E. Kaminski, Shlomit Yanisky-Ravid

Publications

This paper addresses the debates leading up to the recently adopted international treaty on copyright exceptions for the visually impaired, the Marrakesh International Treaty to Facilitate Access to Published Works for Persons Who Are Blind, Visually Impaired, or Otherwise Print Disabled. This treaty was successfully adopted by the World Intellectual Property Organization (WIPO) in June 2013.

Leading up to the negotiation of this instrument, multiple UN member states pushed for the instrument to be negotiated as soft law instead of a treaty. We argue that making this instrument soft law would have precluded its success. WIPO thus correctly chose to …

Last Sale? Libraries’ Rights In The Digital Age, Jennifer Jenkins

Faculty Scholarship

No abstract provided.

Brief Of Digital Humanities And Law Scholars As Amici Curiae In Support Of Defendant-Appellees And Affirmance, (The Authors Guild, Inc., Et Al., V. Google, Inc., Et Al.), Matthew L. Jockers, Matthew Sag, Jason Schultz

Copyright, Fair Use, Scholarly Communication, etc.

Amici are over 150 professors and scholars who teach, write, and research in computer science, the digital humanities, linguistics or law, and two associations that represent Digital Humanities scholars generally.2 Amici have an interest in this case because of its potential impact on their ability to discover and understand, through automated means, the data in and relationships among textual works. Legal Scholar Amici also have an interest in the sound development of intellectual property law. Resolution of the legal issue of copying for non-expressive uses has far-reaching implications for the scope of copyright protection, a subject germane to Amici’s professional …

Experimental Tests Of Intellectual Property Laws' Creativity Thresholds, Christopher Buccafusco, Zachary C. Burns, Jeanne C. Fromer, Christopher Jon Sprigman

Faculty Scholarship

No abstract provided.

A Realist Approach To Copyright Law's Formalities, Michael W. Carroll

Joint PIJIP/TLS Research Paper Series

Rejecting the conventional story that formalities in copyright law were abolished by the Berne Convention, this Article demonstrates that privately administered systems of formalities play a significant role in the administration of copyright law worldwide. Indeed, they must because copyright is designed to support a transaction structure which requires rightsholders who seek to attract licensing partners to go through some formal step to identify themselves and the works in which they have a legal or beneficial interest. Canvassing the landscape of mandatory and voluntary public and private systems of formalities, this article argues that: (1) national policymakers retain more policy …

All Of This Has Happened Before And All Of This Will Happen Again: Innovation In Copyright Licensing, Rebecca Tushnet

Georgetown Law Faculty Publications and Other Works

Claims that copyright licensing can substitute for fair use have a long history. This article focuses on a new cycle of the copyright licensing debate, which has brought revised arguments in favor of universal copyright licensing. First, the new arrangements offered by large copyright owners often purport to sanction the large-scale creation of derivative works, rather than mere reproductions, which were the focus of earlier blanket licensing efforts. Second, the new licenses are often free. Rather than demanding royalties as in the past, copyright owners just want a piece of the action—along with the right to claim that unlicensed uses …

Toward A Closer Integration Of Law And Computer Science, Christopher S. Yoo

All Faculty Scholarship

Legal issues increasingly arise in increasingly complex technological contexts. Prominent recent examples include the Stop Online Piracy Act (SOPA) and the Protect Intellectual Property Act (PIPA), network neutrality, the increasing availability of location information, and the NSA’s surveillance program. Other emerging issues include data privacy, online video distribution, patent policy, and spectrum policy. In short, the rapid rate of technological change has increasingly shown that law and engineering can no longer remain compartmentalized into separate spheres. The logical response would be to embed the interaction between law and policy deeper into the fabric of both fields. An essential step would …

Intellectual Property Experimentalism By Way Of Competition Law, Tim Wu

Faculty Scholarship

Competition law and Intellectual Property have divergent intellectual cultures – the former more pragmatic and experimentalist; the latter influenced by natural law and vested rights. The US Supreme Court decision in Federal Trade Commission v. Actavis is an intellectual victory for the former approach, one that suggests that antitrust law can and should be used to introduce greater scrutiny of the specific consequences of intellectual property grants.

On Aereo And "Avoision", Rebecca Giblin, Jane C. Ginsburg

Faculty Scholarship

Avoision describes conduct which seeks to exploit 'the differences between a law's goals and its self-defined limits' – a phenomenon particularly apparent in tax law. This short paper explains how the technology company Aereo utilised avoision strategies in an attempt to design its way out of liability under US copyright law. The authors argue that existing formulations encourage such strategies by applying differently depending on how the transaction is structured, resulting in a wasteful devotion of resources to hyper-technical compliance with the letter rather than meaning and purpose of the law.?

Out Of Tune: Why Copyright Law Needs Music Lessons, Carys Craig

Articles & Book Chapters

This chapter offers a critical analysis of copyright law that integrates insights from music. The authors argue that the unique qualities of musical works magnify the mismatch between creative practices and copyright doctrine, and suggest that an interdisciplinary analysis can shine a revealing light on both the problem and potential paths to improvement. Beginning with an overview of copyright doctrine in Canada in respect of musical works and music infringement claims, the authors then borrow analytical concepts from the discipline of music theory to problematize copyright’s “reasonable listener” test for determining substantial copying. Using a specially-designed musical composition, the authors …

The Fair Use Doctrine: Markets, Market Failure And Rights Of Use, Wendy J. Gordon

Faculty Scholarship

Markets are most acceptable when they serve efficiency and other goals. It is only under transaction-costless conditions of perfect knowledge, flawless and cost-free enforcement, full monetization, and instantaneous ability to organize and negotiate, that markets are guaranteed to generate efficient outcomes. And even then, markets could fall short as social tools, because goals other than allocative efficiency may fail to be met.

“I’M A Lawyer, Not An Ethnographer, Jim”: Textual Poachers And Fair Use, Rebecca Tushnet

Georgetown Law Faculty Publications and Other Works

This short article, written for a festschrift for Henry Jenkins, discusses the influence of his work on media fandom in legal scholarship and advocacy around fair use.

How Many Wrongs Make A Copyright?, Rebecca Tushnet

Georgetown Law Faculty Publications and Other Works

Derek Bambauer’s provocative paper argues that, because the remedies available to people who suffer unconsented distribution of intimate images of themselves are insufficient, we should amend copyright law to fill the gap. Bambauer’s proposal requires significant changes to every part of copyright—what copyright seeks to encourage, who counts as an author/owner, what counts as an exclusive right, what qualifies as infringement, what suffices as a defense, and what remedies are available. These differences are not mere details. Among other things, incentivizing intimacy is not the same thing as incentivizing creativity. Bambauer’s argument that copyright is normatively empty and already full …