Law Commons^™

The Ai-Copyright Challenge: Tech-Neutrality, Authorship, And The Public Interest, Carys Craig

All Papers

Many of copyright’s core concepts—from authorship and ownership to infringement and fair use—are being challenged by the rapid rise of generative AI. Whether in service of creativity or capital, however, copyright law is perfectly capable of absorbing this latest innovation. More interesting than the doctrinal debates that AI provokes, then, is the opportunity it presents to revisit the purposes of the copyright system in the age of AI. After introducing the AI-copyright challenge in Part 1, Part 2 considers the guiding principles and normative objectives that underlie—and so ought to inform—copyright law and its response to AI technologies. It proposes …

Submission To Canadian Government Consultation On A Modern Copyright Framework For Ai And The Internet Of Things, Sean Flynn, Lucie Guibault, Christian Handke, Joan-Josep Vallbé, Michael Palmedo, Carys Craig, Michael Geist, Joao Pedro Quintais

Reports & Public Policy Documents

We are grateful for the opportunity to participate in the Canadian Government’s consultation on a modern copyright framework for AI and the Internet of Things. Below, we present some of our research findings relating to the importance of flexibility in copyright law to permit text and data mining (“TDM”). As the consultation paper recognizes, TDM is a critical element of artificial intelligence. Our research supports the adoption of a specific exception for uses of works in TDM to supplement Canada’s existing general fair dealing exception.

Empirical research shows that more publication of citable research takes place in countries with “open” …

The Use Of Technical Experts In Software Copyright Cases: Rectifying The Ninth Circuit’S “Nutty” Rule, Shyamkrishna Balganesh, Peter S. Menell

Faculty Scholarship

Courts have long been skeptical about the use of expert witnesses in copyright cases. More than four decades ago, and before Congress extended copyright law to protect computer software, the Ninth Circuit in Krofft Television Productions, Inc. v. McDonald’s Corp. ruled that expert testimony was inadmissible to determine whether Mayor McCheese and the merry band of McDonald’s characters infringed copyright protection for Wilhelmina W. Witchiepoo and the other imaginative H.R. Pufnstuf costumed characters. Since the emergence of software copyright infringement cases in the 1980s, substantially all software copyright cases have permitted expert witnesses to aid juries in understanding software code. …

The Use Of Technical Experts In Software Copyright Cases: Rectifying The Ninth Circuit’S “Nutty” Rule, Shyamkrishna Balganesh, Peter Menell

All Faculty Scholarship

Courts have long been skeptical about the use of expert witnesses in copyright cases. More than four decades ago, and before Congress extended copyright law to protect computer software, the Ninth Circuit in Krofft Television Prods., Inc. v. McDonald’s Corp., ruled that expert testimony was inadmissible to determine whether Mayor McCheese and the merry band of McDonaldland characters infringed copyright protection for Wilhelmina W. Witchiepoo and the other imaginative H.R. Pufnstuf costumed characters. Since the emergence of software copyright infringement cases in the 1980s, substantially all software copyright cases have permitted expert witnesses to aid juries in understanding software …

Google V. Oracle Amicus Merits Stage Brief: Vindicating Ip’S Channeling Principle And Restoring Jurisdictional Balance To Software Copyright Protection, Peter Menell, David Nimmer, Shyamkrishna Balganesh

All Faculty Scholarship

The Federal Circuit’s decisions in Oracle v. Google conflict with this Court’s seminal decision in Baker v. Selden, 101 U.S. 99 (1879), misinterpret Congress’s codification of this Court’s fundamental channeling principle and related limiting doctrines, and upend nearly three decades of sound, well-settled, and critically important decisions of multiple regional circuits on the scope of copyright protection for computer software. Based on the fundamental channeling principle enunciated in Baker v. Selden, as reflected in § 102(b) of the Copyright Act, the functional requirements of APIs for computer systems and devices, like the internal workings of other machines, are …

Brief Of Amicus Curiae Interdisciplinary Research Team On Programmer Creativity In Support Of Respondent, Ralph D. Clifford, Firas Khatib, Trina Kershaw, Kavitha Chandra, Jay Mccarthy

Faculty Publications

This brief answers the two primary issues that are associated with the first question before the Court. First, the programmers’ expression of the Java-based application programmer interfaces (“APIs”) are sufficiently creative to satisfy that requirement of copyright law. Second, the idea expression limitation codified in Section 102(b) of Copyright Act does not establish that the APIs are ideas. Both of these assertions are supported by the empirical research undertaken by the Research Team. This brief expresses no opinion on the resolution of the fair use question that is also before the Court.

The Machine As Author, Daniel J. Gervais

Vanderbilt Law School Faculty Publications

Machines are increasingly good at emulating humans and laying siege to what has been a strictly human outpost: intellectual creativity.

At this juncture, we cannot know with certainty how high machines will reach on the creativity ladder when compared to, or measured against, their human counterparts, but we do know this. They are far enough already to force us to ask a genuinely hard and complex question, one that intellectual property (“IP”) scholars and courts will need to answer soon; namely, whether copyrights should be granted to productions made not by humans but by machines.

This Article’s specific objective is …

Exploring The Interfaces Between Big Data And Intellectual Property Law, Daniel J. Gervais

Vanderbilt Law School Faculty Publications

This article reviews the application of several IP rights (copyright, patent, sui generis database right, data exclusivity and trade secret) to Big Data. Beyond the protection of software used to collect and process Big Data corpora, copyright’s traditional role is challenged by the relatively unstructured nature of the non-relational (noSQL) databases typical of Big Data corpora. This also impacts the application of the EU sui generis right in databases. Misappropriation (tort-based) or anti-parasitic behaviour protection might apply, where available, to data generated by AI systems that has high but short-lived value. Copyright in material contained in Big Data corpora must …

Cracking The Copyright Dilemma In Software Preservation: Protecting Digital Culture Through Fair Use Consensus, Peter Jaszi, Patricia Aufderheide, Brandon Butler, Krista L. Cox

Articles in Law Reviews & Other Academic Journals

Copyright problems may inhibit the crucially important work of preserving legacy software. Such software is worthy of study in its own right because it is critical to accessing digital culture and expression. Preservation work is essential for communicating across boundaries of the past and present in a digital era. Software preservationists in the United States have addressed their copyright problems by developing a code of best practices in employing fair use. Their work is an example of how collective action by users of law changes the norms and beliefs about law, which can in turn change the law itself insofar …

Authors And Machines, Jane C. Ginsburg, Luke Ali Budiardjo

Faculty Scholarship

Machines, by providing the means of mass production of works of authorship, engendered copyright law. Throughout history, the emergence of new technologies tested the concept of authorship, and courts in response endeavored to clarify copyright’s foundational principles. Today, developments in computer science have created a new form of machine, the “artificially intelligent” (AI) system apparently endowed with “computational creativity.” AI systems introduce challenging variations on the perennial question of what makes one an “author” in copyright law: Is the creator of a generative program automatically the author of the works her process begets, even if she cannot anticipate the contents …

Symbols, Systems, And Software As Intellectual Property: Time For Contu, Part Ii?, Timothy K. Armstrong

Faculty Articles and Other Publications

The functional nature of computer software underlies two propositions that were, until recently, fairly well settled in intellectual property law: first, that software, like other utilitarian articles, may qualify for patent protection; and second, that the scope of copyright protection for software is comparatively limited. Both propositions have become considerably shakier as a result of recent court decisions. Following Alice Corp. v. CLS Bank Int’l, 134 S. Ct. 2347 (2014), the lower courts have invalidated many software patents as unprotectable subject matter. Meanwhile, Oracle America v. Google Inc., 750 F.3d 1339 (Fed. Cir. 2014) extended far more expansive copyright protection …

Licensing & Law Who Owns An Avatar?, Tyler T. Ochoa, Jaime Banks

Faculty Publications

Both players and game developers have great influence over how avatars—via their assembled components— manifest in digital game play. Developers craft their foundational platforms and draw on those infrastructures to craft dynamic code that enables movements, appearances, and abilities. But those potentials call into question whether avatars are avatars until they are played—players click avatars into being, customize their bodies and attire, drive their actions and interactions, and sometimes bring them outside the game world through physical representations. So, given avatars’ joint reliance on developers and players, and given legal frameworks such as copyright law, who really “owns” a video …

Innovation And Tradition: A Survey Of Intellectual Property And Technology Legal Clinics, Cynthia L. Dahl, Victoria F. Phillips

All Faculty Scholarship

For artists, nonprofits, community organizations and small-business clients of limited means, securing intellectual property rights and getting counseling involving patent, copyright and trademark law are critical to their success and growth. These clients need expert IP and technology legal assistance, but very often cannot afford services in the legal marketplace. In addition, legal services and state bar pro bono programs have generally been ill-equipped to assist in these more specialized areas. An expanding community of IP and Technology clinics has emerged across the country to meet these needs. But while law review articles have described and examined other sectors of …

There's No Such Thing As A Computer-Authored Work - And It's A Good Thing, Too, James Grimmelmann

Cornell Law Faculty Publications

Treating computers as authors for copyright purposes is a non-solution to a non-problem. It is a non-solution because unless and until computer programs can qualify as persons in life and law, it does no practical good to call them "authors" when someone else will end up owning the copyright anyway. And it responds to a non-problem because there is nothing actually distinctive about computer-generated works.

There are five plausible ways in which computer-generated works might be considered meaningfully different from human-generated works: (1) they are embedded in digital copies, (2) people create them using computers rather than by hand, (3) …

Copyright For Literate Robots, James Grimmelmann

Cornell Law Faculty Publications

Almost by accident, copyright has concluded that copyright law is for humans only: reading performed by computers doesn't count as infringement. Conceptually, this makes sense: copyright's ideal of romantic readership involves humans writing for other humans. But in an age when more and more manipulation of copyrighted works is carried out by automated processes, this split between human reading (infringement) and robotic reading (exempt) has odd consequences and creates its own tendencies toward a copyright system in which humans occupy a surprisingly peripheral place. This essay describes the shifts in fair use law that brought us here and reflects on …

If It’S Broke, Fix It: Fixing Fixation, Megan M. Carpenter

Law Faculty Scholarship

The fixation requirement, once an intended instrument for added flexibility in copyrightability, has become an unworkable standard under modern copyright law. The last twenty-five years have witnessed a dramatic expansion in creative media. Developments in both digital media and contemporary art have challenged what it means to be fixed, and cases dealing with these works reveal how inapposite current interpretations of fixation are for these forms of expression. Yet, getting fixation “right” is important, for it is often the juridical threshold over which idea becomes expression. Thus, we must enable fixation to help define the parameters of creative expression while …

The Multiplicity Of Copyright Laws On The Internet, Marketa Trimble

Scholarly Works

From the early days of the Internet, commentators have warned that it would be impossible for those who act on the Internet (“Internet actors”) to comply with the copyright laws of all Internet-connected countries if the national copyright laws of all those countries were to apply simultaneously to Internet activity. A multiplicity of applicable copyright laws seems plausible at least when the Internet activity is ubiquitous — i.e., unrestricted by geoblocking or by other means — given the territoriality principle that governs international copyright law and the choice-of-law rules that countries typically use for copyright infringements.

This Article posits that …

Is Europe Falling Behind In Data Mining? Copyright's Impact On Data Mining In Academic Research, Christian Handke, Lucie Guibault, Joan-Josep Vallbé

Articles, Book Chapters, & Popular Press

This empirical paper discusses how copyright affects data mining (DM) by academic researchers. Based on bibliometric data, we show that where DM for academic research requires the express consent of rights holders: (1) DM makes up a significantly lower share of total research output; and (2) stronger rule-of-law is associated with less DM research. To our knowledge, this is the first time that an empirical study bears out a significant negative association between copyright protection and innovation.

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.

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 …

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 …

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 …

Cross-Border Extended Collective Licensing: A Solution To Online Dissemination Of Europe’S Cultural Heritage, Johan Axhamn, Lucie Guibault

Articles, Book Chapters, & Popular Press

The ever increasing use of the Internet and of digitisation technologies have opened up new possibilities for distributing and accessing creative content online, including for cultural heritage institutions. However, the digitisation and dissemination of a substantial proportion of the collections held by European cultural institutions may be considerably hindered due to high transaction costs related to clearance of copyright and related rights. This holds equally true for the cultural institutions taking part in the Europeana project. This study examines whether the Nordic “extended collective licensing” (ECL) model could provide a viable solution to the problems of digitisation and dissemination of …

From Music Tracks To Google Maps: Who Owns Computer-Generated Works?, Mark Perry, Thomas Margoni

Law Publications

Increasingly the digital content used in everyday life has little or no human intervention in its creation. Typically, when such content is delivered to consumers it comes with attached claims of copyright. However, depending on the jurisdiction, approaches to ownership of computer-generated works vary from legislated to uncertain. In this paper we look at the various approaches taken by the common law, such as in Canada, and the legislative approach taken in the United Kingdom. The options for how computer-generated works may be treated and suggestions for their best placement in copyright are discussed.

The Statute Of Anne: Today And Tomorrow, Peter Jaszi, Craig Joyce, Marshall A. Leaffer, Tyler Trent Ochoa

Articles in Law Reviews & Other Academic Journals

This essay provides the epilogue to the University of Houston’s Institute for Intellectual Property & Information Law’s 2010 National Conference, “The ©©© Conference: Celebrating Copyright’s tri-Centennial,” in Santa Fe, New Mexico. The conference focused on the Statute of Anne, the first copyright statute ever, anywhere, enacted by the British Parliament in 1710.

Copyright law in the United States, the lineal descendant of the Statute of Anne, has managed to negotiate a course between over-protecting and under-protecting copyrighted matter, and to strike at least a rough balance between the social interest in securing capital investment, on the one hand, and encouraging …

Vol. Vi, Tab 38 - Ex. 28 - Email From Christopher Klipple, Christopher Klipple

Rosetta Stone v. Google (Joint Appendix)

Exhibits from the un-sealed joint appendix for Rosetta Stone Ltd., v. Google Inc., No. 10-2007, on appeal to the 4th Circuit. Issue presented: Under the Lanham Act, does the use of trademarked terms in keyword advertising result in infringement when there is evidence of actual confusion?

Liability For Spatial Data Quality, Harlan J. Onsrud

Spatial Information Science and Engineering Faculty Scholarship

Liability in data, products, and services related to geographic information systems, spatial data infrastructure, location based services and web mapping services, is complicated by the complexities and uncertainties in liability for information system products and services generally, as well as by legal theory uncertainties surrounding liability for maps. Each application of geospatial technologies to a specific use may require integration of different types of data from multiple sources, assessment of attributes, adherence to accuracy and fitness-for-use requirements, and selection from among different analytical processing methods. All of these actions may be fraught with possible misjudgments and errors. A variety of …

Vol. Vi, Tab 38 - Ex. 21 - Email From Christina Aguilar, Christina Aguilar

Rosetta Stone v. Google (Joint Appendix)

Exhibits from the un-sealed joint appendix for Rosetta Stone Ltd., v. Google Inc., No. 10-2007, on appeal to the 4th Circuit. Issue presented: Under the Lanham Act, does the use of trademarked terms in keyword advertising result in infringement when there is evidence of actual confusion?

Writer's Block, David Spratt

Articles in Law Reviews & Other Academic Journals

No abstract provided.

The Dangers Of The Digital Millennium Copyright Act: Much Ado About Nothing?, Steve P. Calandrillo, Ewa A. Davison

Articles

In 1998, Congress passed the Digital Millennium Copyright Act (DMCA), a landmark piece of legislation aimed at protecting copyright holders from those who might manufacture or traffic technology capable of allowing users to evade piracy protections on the underlying work. At its core, the DMCA flatly prohibits the circumvention of “technological protection measures” in order to gain access to copyrighted works, but provides no safety valve for any traditionally protected uses.

While hailed as a victory by the software and entertainment industries, the academic and scientific communities ties have been far less enthusiastic. The DMCA’s goal of combating piracy is …