Intellectual Property Law Commons^™

A Framework For Applying Copyright Law To The Training Of Textual Generative Artificial Intelligence, Art Neill, James Thomas, Erika Lee

Faculty Scholarship

The rise in the popularity of consumer-facing generative artificial intelligence (GenAI) has created considerable confusion and consternation among some copyright owners. The ability to automate the generation of original works based on user input is considered by some copyright holders to have been made possible by large-scale direct infringement by OpenAI, Microsoft, and other major GenAI developers. This article explores the application of copyright law to the training of OpenAI’s ChatGPT, specifically focusing on the legal issues surrounding the unauthorized use of copyrighted textual works in the GenAI training process.

The large language models (LLMs) that drive ChatGPT and similar …

Data Property, Christina Mulligan, James Grimmelmann

Faculty Scholarship

No abstract provided.

New Media Rights' Internet & Media Law Clinic: California Western School Of Law, Art Neill

Faculty Scholarship

This article looks at the critical need for legal services addressing new media rights and the types of cases that benefit from the New Media Rights’ Internet & Media Law Clinic at California Western School of Law (New Media Rights) in San Diego.

This article will discuss New Media Rights in four parts: 1. Why do we have IP, arts, and technology clinics like New Media Rights? 2. What is New Media Rights, and how do we benefit the students and the community? 3. What is the structure and pedagogy of the clinic? 4. What are our hopes looking forward?

Conundra Of The Berne Convention Concept Of The Country Of Origin, Jane C. Ginsburg

Faculty Scholarship

This essay explores one of the most important, but occasionally intractable, issues under the Berne Convention, the concept of Country of Origin. Article 5(4) of that treaty defines a work’s country of origin, but leaves out several situations, leaving those who interpret and apply the treaty without guidance in ascertaining the country of origin. I will call those situations the “Conundra of the country of origin,” and will explore two of them here. First, what is the country of origin of an unpublished work whose authors are nationals of different countries? Second, what is the country of origin of a …

Beyond Transparency And Accountability: Three Additional Features Algorithm Designers Should Build Into Intelligent Platforms, Peter K. Yu

Faculty Scholarship

In the age of artificial intelligence, innovative businesses are eager to deploy intelligent platforms to detect and recognize patterns, predict customer choices and shape user preferences. Yet such deployment has brought along the widely documented problems of automated systems, including coding errors, corrupt data, algorithmic biases, accountability deficits and dehumanizing tendencies. In response to these problems, policymakers, commentators and consumer advocates have increasingly called on businesses seeking to ride the artificial intelligence wave to build transparency and accountability into algorithmic designs.

While acknowledging these calls for action and appreciating the benefits and urgency of building transparency and accountability into algorithmic …

Can Algorithms Promote Fair Use?, Peter K. Yu

Faculty Scholarship

In the past few years, advances in big data, machine learning and artificial intelligence have generated many questions in the intellectual property field. One question that has attracted growing attention concerns whether algorithms can be better deployed to promote fair use in copyright law. The debate on the feasibility of developing automated fair use systems is not new; it can be traced back to more than a decade ago. Nevertheless, recent technological advances have invited policymakers and commentators to revisit this earlier debate.

As part of the Symposium on "Intelligent Entertainment: Algorithmic Generation and Regulation of Creative Works," this Article …

Automation In Moderation, Hannah Bloch-Wehba

Faculty Scholarship

This Article assesses recent efforts to encourage online platforms to use automated means to prevent the dissemination of unlawful online content before it is ever seen or distributed. As lawmakers in Europe and around the world closely scrutinize platforms’ “content moderation” practices, automation and artificial intelligence appear increasingly attractive options for ridding the Internet of many kinds of harmful online content, including defamation, copyright infringement, and terrorist speech. Proponents of these initiatives suggest that requiring platforms to screen user content using automation will promote healthier online discourse and will aid efforts to limit Big Tech’s power.

In fact, however, the …

National Cybersecurity Innovation, Tabrez Y. Ebrahim

Faculty Scholarship

National cybersecurity plays a crucial role in protecting our critical infrastructure, such as telecommunication networks, the electricity grid, and even financial transactions. Most discussions about promoting national cybersecurity focus on governance structures, international relations, and political science. In contrast, this Article proposes a different agenda and one that promotes the use of innovation mechanisms for technological advancement. By promoting inducements for technological developments, such innovation mechanisms encourage the advancement of national cybersecurity solutions. In exploring possible solutions, this Article asks whether the government or markets can provide national cybersecurity innovation. This inquiry is a fragment of a much larger literature …

A United States Perspective On Digital Single Market Directive Art. 17, Jane C. Ginsburg

Faculty Scholarship

To a US appraiser, article 17 of the Digital Single Market Directive suggests the EU has learned from American mistakes (and from its own) in the allocation of internet intermediaries’ liability for hosting and communicating user-posted content. Before the DSM Directive, art. 14 of the 2000 eCommerce Directive set out a notice-and-takedown system very similar to the regime provided in 17 U.S.C. section 512(c). Both regimes replaced the normal copyright default, which requires authorization to exploit works, with a limitation on the liability of service providers who complied with statutory prerequisites. Because the limitation ensured that service providers would not …

A Hater's Guide To Geoblocking, Peter K. Yu

Faculty Scholarship

Geoblocking restricts access to online content based on the user's geographical location. Territorially based access control is strongly disliked, if not passionately hated, by those who travel abroad frequently as well as those who consume a considerable amount of foreign content. While the past has seen the use of geoblocking as technological self-help, such a technique has now received growing support from policymakers and judges.

Commissioned for a symposium on "Intellectual Property in a Globalized Economy: United States Extraterritoriality in International Business," this article begins by briefly recounting five sets of arguments against geoblocking. The article then draws on the …

Liability For Providing Hyperlinks To Copyright-Infringing Content: International And Comparative Law Perspectives, Jane C. Ginsburg, Luke Ali Budiardjo

Faculty Scholarship

Hyperlinking, at once an essential means of navigating the Internet, but also a frequent means to enable infringement of copyright, challenges courts to articulate the legal norms that underpin domestic and international copyright law, in order to ensure effective enforcement of exclusive rights on the one hand, while preserving open communication on the Internet on the other. Several recent cases, primarily in the European Union, demonstrate the difficulties of enforcing the right of communication to the public (or, in U.S. copyright parlance, the right of public performance by transmission) against those who provide hyperlinks that effectively deliver infringing content to …

Three Strikes For Copyright, Jessica Silbey

Faculty Scholarship

How should copyright law change to take account of the internet? Should copyright expand to plug the internet’s leakiness and protect content that the internet would otherwise make more freely available? Or, should copyright relax its strict liability regime given diverse and productive reuses in the internet age and the benefits networked diffusion provides users and second-generation creators? Answering these questions depends on what we think copyright is for and how it is used and confronted by creators and audiences. In a new article studying these questions in the very focused setting of Wikipedia articles about baseball and baseball players …

Whither (Not Wither) Copyleft, Eben Moglen

Faculty Scholarship

This article contains an edited version of Professor Eben Moglen’s speech at the SFLC Fall Conference 2016. It explores the topic of Copyleft, enforcement and community engagement from the perspective of one of the key individuals in the rise of Free and Open Source Software from interesting idea to a central pillar of the global technology industry.

Euro-Yearnings? Moving Toward A "Substantive" Registration-Based Trademark Regime, Jane C. Ginsburg

Faculty Scholarship

In Alan Jay Lerner’s lyric, Professor Henry Higgins laments: "Why can’t a woman be more like a man?" Professor Rebecca Tushnet’s provocative article in effect urges that a U.S. trademark should be more like a European Union trademark, at least with respect to the relationship of registration to substantive protection. The article convincingly exposes the current incoherence in U.S. trademark law – a hybrid between “procedural” and “substantive” registration regimes, in which the traditional emphasis on use-based trademark rights undermines the business-planning benefits that flow from registration.

Before elaborating on the similarities between Tushnet’s suggested reforms of U.S. trademark law …

Intellectual Property In News? Why Not?, Sam Ricketson, Jane C. Ginsburg

Faculty Scholarship

This Chapter addresses arguments for and against property rights in news, from the outset of national law efforts to safeguard the efforts of newsgathers, through the various unsuccessful attempts during the early part of the last century to fashion some form of international protection within the Berne Convention on literary and artistic works and the Paris Convention on industrial property. The Chapter next turns to contemporary endeavors to protect newsgatherers against “news aggregation” by online platforms. It considers the extent to which the aggregated content might be copyrightable, and whether, even if the content is protected, various exceptions set out …

Sharing By Design: Data And Decentralized Commons, Jorge L. Contreras, Jerome H. Reichman

Faculty Scholarship

Ambitious international data-sharing initiatives have existed for years in fields such as genomics, earth science, and astronomy. But to realize the promise of large-scale sharing of scientific data, intellectual property (IP), data privacy, national security, and other legal and policy obstacles must be overcome. While these issues have attracted significant attention in the corporate world, they have been less appreciated in academic and governmental settings, where solving issues of legal interoperability among data pools in different jurisdictions has taken a back seat to addressing technical challenges. Yet failing to account for legal and policy issues at the outset of a …

The More Copyright Laws Change, The More Digital Challenges Stay The Same, Peter K. Yu

Faculty Scholarship

This essay was a contribution to the Liber Amicorum for Professor Jan Rosén of Stockholm University, a former president of the International Association for the Advancement of Teaching and Research in Intellectual Property (ATRIP). Drawing on Professor Rosén's scholarship, the essay shows how today's judges, legislators, policymakers and commentators continue to address questions that copyright and media law scholars have explored in the past decades.

Specifically, this essay focuses on two topics. The first topic concerns the exhaustion of distribution rights in computer software and other digital works, including regional exhaustion within the European Union. The second topic covers the …

Ip Law Book Review: Configuring The Networked Self: Law, Code, And The Play Of Every Day Practice, Frank A. Pasquale

Faculty Scholarship

Julie Cohen's Configuring the Networked Self is an extraordinarily insightful book. Cohen not only applies extant theory to law; she also distills it into her own distinctive social theory of the information age. Thus, even relatively short sections of chapters of her book often merit article-length close readings. I here offer a brief for the practical importance of Cohen’s theory, and ways it should influence intellectual property policy and scholarship.

A Case For The Public Domain, Clark Asay

Faculty Scholarship

Over the past several decades open license movements have proven highly successful in the software and content worlds. Such movements rely in part on the belief that greater freedom of use triggers innovative activity that is superior to what a restrictive IP approach produces. Ironically, such open license movements also rely on IP rights to promote their vision of freedom and openness. They do so through IP licenses that, while granting significant freedoms, also impose certain conditions on users such as the “copyleft” requirement in the software world. Such movements rely on this IP-based approach due to fears that, without …

Copyright 1992-2012: The Most Significant Development?, Jane C. Ginsburg

Faculty Scholarship

On the occasion of the twentieth anniversary of the Fordham Intellectual Property Law & Policy Conference, its organizer, Professor Hugh Hansen, planned a session on “U.S. Copyright Law: Where Has It Been? Where Is It Going?” and asked me to look back over the twenty years since the conference’s inception in order to identify the most important development in copyright during that period. Of course, the obvious answer is “the Internet,” or “digital media,” whose effect on copyright law has been pervasive. I want to propose a less obvious response, but first acknowledge that digital media and communications have presented …

Speaking Of Moral Rights: A Conversation Between Eva E. Subotnik And Jane C. Ginsburg, Jane C. Ginsburg, Eva E. Subotnik

Faculty Scholarship

A transcribed conversation about moral rights in the digital age — in respect of some of the legal and technological developments that have occurred since Professor Jane Ginsburg's 2001 essay, Have Moral Rights Come of (Digital) Age in the United States?, 19 Cardozo Arts & Ent. L. J. 9 (2001).

The America Invents Act 500: Effects Of Patent Monetization Entities On Us Litigation, Robin Feldman

Faculty Scholarship

Any discussion of flaws in the United States patent system inevitably turns to the system’s modern villain: non-practicing entities, known more colorfully as patent trolls. For many years, however, discussions about non-practicing entities have been long on speculation and short on data. In 2011 Congress directed the nonpartisan Government Accountability Office to study the effects of non-practicing entities on patent litigation. At the request of the GAO, we collected and coded a set of patent lawsuits filed over the past five years. This article presents our analysis of the data and its implications. The data confirm in a dramatic fashion …

Patent Litigation And The Internet, Samantha Zyontz, John R. Allison, Emerson H. Tiller, Tristan Bligh

Faculty Scholarship

Patent infringement litigation has not only increased dramatically in frequency over the past few decades,¹ but also has also seen striking growth in both stakes and cost.² Although a relatively rich literature has added much to our understanding of the nature, causes, and consequences of patent litigation during the past two decades,³ many interesting questions remain inadequately addressed. The nuances of and trends in patent litigation in different technology fields and industries, for example, are still understudied.⁴ Litigation of patents on new technologies has likewise received a dearth of attention. Here we seek to help begin …

The In Rem Forfeiture Of Copyright-Infringing Domain Names, Andrew Sellars

Faculty Scholarship

In the summer of 2010, the Immigration and Customs Enforcement Division of the Department of Homeland Security began "Operation In Our Sites," an enforcement sweep targeted towards websites allegedly dealing in counterfeit goods and copyright-infringing files. The operation targeted the websites by proceeding in rem against their respective domain names. For websites targeted for copyright infringement, ICE Agents used recently-expanded copyright forfeiture remedies passed under the 2008 PRO-IP Act, providing no adversarial hearing prior to the websites being removed, and only a probable cause standard of proof.

This Paper examines three specific harms resulting from Operation In Our Sites, and …

International Issues: Which Country's Law Applies When Works Are Made Available Over The Internet, Jane C. Ginsburg

Faculty Scholarship

My topic is International Implications, a topic that would not exist but for the Internet. When access to archival materials was on a physical basis, patrons came to the archive and consulted the material on site; the material did not leave the archive, much less get sent overseas. Even digitized materials, if consulted on site, do not present the problems that arise if the archives puts this material on a website, which is accessible around the world, that ubiquity being the default condition ofthe Internet.

Let us consider some problems that might arise and which have international consequences. First of …

The Google Book Search Settlement: Ends, Means, And The Future Of Books, James Grimmelmann

Faculty Scholarship

For the past four years, Google has been systematically making digital copies of books in the collections of many major university libraries. It made the digital copies searchable through its web site--you couldn't read the books, but you could at least find out where the phrase you're looking for appears within them. This outraged copyright owners, who filed a class action lawsuit to make Google stop. Then, last fall, the parties to this large class action announced an even larger settlement: one that would give Google a license not only to scan books, but also to sell them.

The settlement …

How To Fix The Google Book Search Settlement, James Grimmelmann

Faculty Scholarship

The proposed settlement in the Google Book Search case should be approved with strings attached. The project will be immensely good for society, and the proposed deal is a fair one for Google, for authors, and for publishers. The public interest demands, however, that the settlement be modified first. It creates two new entities—the Books Rights Registry Leviathan and the Google Book Search Behemoth—with dangerously concentrated power over the publishing industry. Left unchecked, they could trample on consumers in any number of ways. We the public have a right to demand that those entities be subject to healthy, pro-competitive oversight, …

Subsidizing Creativity Through Network Design: Zero Pricing And Net Neutrality, Robin S. Lee, Tim Wu

Faculty Scholarship

Today, through historical practice, there exists a de facto ban on termination fees – also referred to as a “zero-price” rule (Hemphill, 2008) – which forbids an Internet service provider from charging an additional fee to a content provider who wishes to reach that ISP’s customers. The question is whether this zero-pricing structure should be preserved, or whether carriers should be allowed to charge termination fees and engage in other practices that have the effect of requiring payment to reach users. This paper begins with a defense of the de facto zero-price rule currently in existence. We point out that …

Recent Developments In Us Copyright Law – Part Ii, Caselaw: Exclusive Rights On The Ebb?, Jane C. Ginsburg

Faculty Scholarship

The 1976 Act announces broad exclusive rights, offset by a myriad of specific exemptions, and one wide exception for "fair use." In words and intent, the exclusive rights are capacious, but new technologies may have caused some of the general phrases to become more constraining than might have been expected from a text whose drafters took pains to make forward-looking. Thus, the scope of the reproduction right turns on the meaning of "copy;" the reach of the distribution right on "distribute copies" and "transfer of ownership;" the range of the public performance right on "public" and "perform." Entrepreneurs and users …

A Marriage Of Convenience? A Comment On The Protection Of Databases, Jane C. Ginsburg

Faculty Scholarship

Daniel Gervais concluded his analysis of the protection of databases with three options for the future. I would like to examine a fourth. Let us assume no future flurry of national or supranational legislative activity because the content of databases is in fact already being protected. Not through copyright or sui generis rights, but through other means. Databases are an object of economic value, and they will conveniently wed whatever legal theory or theories will achieve the practical objective of preventing unauthorized exploitation of the works' contents. To beat the marriage metaphor into the ground, I'd like to suggest that, …