Intellectual Property Law Commons^™

Generative Ai's Illusory Case For Fair Use, Jacqueline C. Charlesworth

Vanderbilt Journal of Entertainment & Technology Law

Pointing to Authors Guild, Inc. v. Google Inc., Authors Guild, Inc. v. HathiTrust, Sega Enterprises Ltd. v. Accolade, Inc. and other leading technology-driven fair use precedents, artificial intelligence (AI) companies and those who advocate for their interests claim that mass unauthorized reproduction of books, music, photographs, visual art, news articles, and other copyrighted works to train generative AI systems is a fair use of those works. Though acknowledging that works are copied without permission for the training process, the proponents of fair use maintain that an AI machine learns only uncopyrightable information about the works during that process. Once trained, …

Generative Al's Illusory Case For Fair Use, Jacqueline C. Charlesworth

Vanderbilt Journal of Entertainment & Technology Law

Pointing to Authors Guild, Inc. v. Google Inc., Authors Guild, Inc. v. HathiTrust, Sega Enterprises Ltd. v. Accolade, Inc. and other leading technology-driven fair use precedents, artificial intelligence (AI) companies and those who advocate for their interests claim that mass unauthorized reproduction of books, music, photographs, visual art, news articles, and other copyrighted works to train generative AI systems is a fair use of those works. Though acknowledging that works are copied without permission for the training process, the proponents of fair use maintain that an AI machine learns only uncopyrightable information about the works during that process. Once trained, …

Goncharov (1973), Internet Folklore, And Corporate Copyright, Stacey M. Lantagne Professor Of Law

Vanderbilt Journal of Entertainment & Technology Law

Goncharov (1973) is a meme, which is a term broadly used to refer to a species of viral internet creativity. Memes can be many different things, but Goncharov is an especially rich, complex, collaborative, and mutating one. It revolves around a movie that does not exist. Goncharov is a fictional Martin Scorsese film that the internet collectively pretends was produced in 1973. Over the course of a few feverish weeks in the fall of 2022, social media users, with no coordination and without knowledge of each other or the overall project, created a cast, storyline, soundtrack, reviews, fanfiction, and a …

Why Tennessee's Elvis Act Is The King Of Artificial Intelligence Protections, Sarah Luppen Fowler, John D. Fowler

Vanderbilt Journal of Entertainment & Technology Law

Artificial intelligence (Al) is evolving and advancing quickly. As Aladvances, itpresents novel legal issues for individuals and industries alike. For example, Al can now mimic the voices of famous musicians so well that it can be almost impossible for listeners to discern whether the vocals are from those musicians or generated with Al. Yet under the current legal framework, new works that mimic a famous artist's voice can be created and distributed by anyone without the consent of the musician and without any legal repercussions. Fortunately, lawmakers are proposing legislation to protect against the unauthorized use of another's voice, image, …

Ten Thousand Ai Systems Typing On Keyboards: Generative Ai In Patent Applications And Preemptive Prior Art

Vanderbilt Journal of Entertainment & Technology Law

Generative AI makes it possible to create unlimited amounts of text at essentially zero cost. While this technology has many benefits, it can also be used in ways that undermine the goals of the patent system. This Article identifies policy solutions to address the potentially anti-innovative application of generative AI in several patent-related contexts. First, it examines the use of AI to publish massive online databases of preemptive prior art intended to foreclose patentability. This Article argues that computer-generated invention descriptions published without any substantive nexus to human understanding of their contents should not count as “printed publications” under US …

Cancelling Dr. Seuss, Cathay Y.N. Smith

Vanderbilt Journal of Entertainment & Technology Law

Dr. Seuss Enterprises announced in March 2021 that it would no longer license or publish six of its children’s books because those books portrayed people in racist or culturally stereotypical ways. Since then, the public has learned through news reports and social media that other publishers have similarly reviewed and altered their catalogues of classic children’s works, including withdrawing them from the public, editing them to remove problematic content, or adding disclaimers to warn the public about racially insensitive or outdated content. The public reaction to Dr. Seuss’s decision and these other actions has been largely divided. Some criticized these …

Copyright's Lost Art Of Substantial Similarity, Sandra M. Aistars

Vanderbilt Journal of Entertainment & Technology Law

Three copyright doctrines focus more than any others on the contributions of authors to visual artworks: originality, substantial similarity, and fair use. Questions regarding the aesthetics of works of authorship filter into judicial determinations under each of these doctrines. This Article comments on a trend among courts hearing visual arts cases to de-emphasize substantial similarity analyses and shift infringement determinations almost entirely to the fair use defense.

The trend has troubling procedural fairness consequences. Without a full evidentiary record about the artworks they encounter in infringement cases, courts’ ability to properly evaluate whether the use of appropriated material in a …

Reinterpreting Repeat Infringement In The Digital Millennium Copyright Act, Hunter Mcghee

Vanderbilt Journal of Entertainment & Technology Law

In 1998, Congress passed the Digital Millennium Copyright Act, which aimed to balance the growth of the internet with the enforcement interests of copyright holders. In exchange for immunity from third-party infringement, the DMCA imposes certain conditions on internet and online service providers. Unfortunately, the law continues to contain many ambiguities in its statutory scheme, not least of which is the requirement that service providers maintain a “repeat infringer policy” to remove individuals that repeatedly infringe intellectual property rights. In response to a review of the Copyright Act conducted by the House Judiciary Committee, the US Copyright Office authored a …

Albrecht Dürer’S Enforcement Actions: A Trademark Origin Story, Peter J. Karol

Vanderbilt Journal of Entertainment & Technology Law

This Article offers a trademark-framed reappraisal of a pair of extraordinary enforcement actions brought by the Northern Renaissance artist Albrecht Dürer (1471–1528) against copyists of his work. These cases have long been debated by art, cultural, and copyright historians insofar as they appear to reject Dürer’s demand for protocopyright protection. Commentators have also contested the historicity of one of the two narratives. But surprisingly little attention has been paid by trademark scholars to the companion holdings-—in the same texts-—that affirm Dürer’s right to prevent the use of his monogram on unauthorized reproductions.

This Article seeks to fill that gap by …

A Compulsory Solution To The Machine Problem: Recognizing Artificial Intelligence As Inventors In Patent Law, Cole G. Merritt

Vanderbilt Journal of Entertainment & Technology Law

Artificial Intelligence (AI) is already disrupting and will likely continue to disrupt many industries. Despite the role AI already plays, AI systems are becoming increasingly powerful. Ultimately, these systems may become a powerful tool that can lead to the discovery of important inventions or significantly reduce the time required to discover these inventions. Even now, AI systems are independently inventing. However, the resulting AI-generated inventions are unable to receive patent protection under current US patent law. This unpatentability may lead to inefficient results and ineffectively serves the goals of patent law.

To embrace the development and power of AI, Congress …

Co-Authorship Between Photographers And Portrait Subjects, Molly Torsen Stech

Vanderbilt Journal of Entertainment & Technology Law

work with the intent of merging their contributions into inseparable or interdependent parts of a unitary whole, the authors are considered joint authors. For photographic works, judicial precedent establishes that the creative contributions necessary to support a copyright claim include the author’s choices concerning elements such as lighting, pose, garments, background, facial expression, and angle. In many visual works, however, those creative elements are determined not solely by a photographer, but also by the subject, who can sulk or smile, stand with good posture or stoop, and be situated in full light or obfuscated by shadow, among many other options. …

The Data Trust Solution To Data Sharing Problems, Kimberly A. Houser, John W. Bagby

Vanderbilt Journal of Entertainment & Technology Law

A small number of large companies hold most of the world’s data. Once in the hands of these companies, data subjects have little control over the use and sharing of their data. Additionally, this data is not generally available to small and medium enterprises or organizations who seek to use it for social good. A number of solutions have been proposed to limit Big Tech “power,” including antitrust actions and stricter privacy laws, but these measures are not likely to address both the oversharing and under-sharing of personal data. Although the data trust concept is being actively explored in the …

How Free Should A Freeport Be?: Reducing Money Laundering In The Art Market Through Freeport Regulation, Cates Grier Saleeby

Vanderbilt Journal of Entertainment & Technology Law

The tax incentives that luxury freeports provide have created opportunities for money laundering and other forms of financial crime through the sale of art. The use of such institutions in combination with the anonymity that art transactions allow can create a series of transactions that are difficult to track, making the market ripe for corrupt behavior. Legislation like the Anti-Money Laundering Act, the Bank Secrecy Act, and the Money Laundering Control Act have helped reduce financial crime, but an approach more narrowly tailored to the art market and the freeports that enable its high value sales would further the goals …

Copyright Co-Ownership In Uncertain Times: How Security Interests Can Save The Day, Evie Whiting, Ashleigh Stanley

Vanderbilt Journal of Entertainment & Technology Law

Films and television series are increasingly being created undera co-production model, making copyright co-ownership a common occurrence in the world of Hollywood content creation. So long as each co-owner’s rights are pre-negotiated and specifically delineated in their contracts, the co-owners can rest assured that their rights to the project and any potential derivative works are safe. Or can they?

In the modern entertainment landscape, where tentpole programming and related spinoffs and derivatives are the gold standard of content creation, the proper protection of co-owned copyrights is more important than ever. But tenuous financial outlooks pose a looming, existential threat to …

Prospecting, Sharecropping, And The Recording Industry, Olufunmilayo B. Arewa, Matt Stahl

Vanderbilt Journal of Entertainment & Technology Law

Digital-era disruption has had a significant impact on the recording industry and the business of music more generally. Digital-era music disruption draws attention to patterns of continuity within the recording industry. Notably, despite widespread use of digital technologies for the creation, dissemination, and consumption of music, core recording industry business models largely still draw from the predigital era. Recording industry business models have long been compared to other exploitative business models based on debt, including the sharecropping business. Business models in the recording industry have been a source of dispute by a broad range of recording artists, including highly successful …

Technological Self-Sufficiency And The Role Of Novelty Traps, Rochelle C. Dreyfuss, Daniel Benoliel

Vanderbilt Journal of Entertainment & Technology Law

The COVID pandemic has demonstrated the tragic consequences of technological dependency. Unable to manufacture vaccines for themselves, developing countries must rely on obtaining supplies from other nations. While strong arguments have been made to waive international obligations under the TRIPS Agreement to permit these countries to freely use COVID-related patented inventions, it is not clear that this move would produce sufficient vaccines to meet global demand. Considerable scholarship has been devoted to the question of how to help these countries reach the technological frontier and become technologically independent. In this Article, we identify a novel source of their problem: a …

Barriers To Criminal Enforcement Against Counterfeiting In China, Daniel C.K. Chow

Vanderbilt Journal of Entertainment & Technology Law

Multinational companies (MNCs) with valuable trademarks in China seek criminal enforcement against counterfeiting because other available avenues of relief, such as administrative and judicial remedies, have proven to be ineffective. While MNCs prefer enforcement through China’s Police, the Public Security Bureau (PSB), many MNCs are unaware of the significant hidden dangers of using the PSB.

Most MNCs will delegate enforcement of trademark rights to their Chinese subsidiaries. These subsidiaries are known to make illegal payments to the PSB that may violate the laws of the PRC as well as the United States Foreign Corrupt Practices Act (FCPA). These acts expose …

A Modern Reconceptualization Of Copyrights As Public Rights, Matthew L. Pangle

Vanderbilt Journal of Entertainment & Technology Law

Copyright law is at a crossroads. In the wake of Oil States Energy Servs., LLC v. Greene’s Energy Grp., LLC, the patent, copyright, and intellectual property regimes as a whole, are primed for a modern reconceptualization. At the heart of this reconceptualization is the distinction between public rights, those vindicated by public offices for the public good, and private rights, those vindicated by private citizens for their exclusive government-granted monopolies. Thanks to Oil States, patent rights now exist in two separate bundles-—a public bundle including the patent grant itself and a private bundle consisting of a patent owner’s exclusivity rights. …

Promoting Patent Practitioner Diversity: Expanding Non-Jd Pathways And Removing Barriers, Christopher M. Turoski

Vanderbilt Journal of Entertainment & Technology Law

The patent field suffers from a reciprocal problem: the cost of becoming a Registered Patent Attorney is high, and the diversity of the patent bar is low. The high cost of law school tuition (over $50,000 per year at some schools) prices out individuals from less privileged backgrounds, thereby decreasing the number of diverse candidates who could become Registered Patent Attorneys. The relatively low number of students with science, technology, or engineering (STE) degrees also restricts the number of diverse candidates who could become Registered Patent Attorneys. These factors contribute to a lack of diversity in the patent bar, reflecting …

Pausing The Game: Esports Developers’ Copyright Claims To Prevent Or Restrict Tournament Play, Alexander Tu

Vanderbilt Journal of Entertainment & Technology Law

Unlike traditional sports, esports are-—at their core—-video games, which must be designed and programmed by a game company. These video game developers are the copyright owners of the esports titles they create, which, in turn, results in continued developer control even after a player has purchased or downloaded the game. Because there is no relevant court precedent that is directly applicable to the world of esports, game developers unimpededly exert their copyright authority in order to restrict third-party tournaments that utilize their games, and in some cases, prevent those events from occurring altogether. This use of copyright authority is an …

Let Me Get My Glasses, I Can’T Hear You: Sheet Music, Copyright, And Led Zeppelin, Brandon P. Evans

Vanderbilt Journal of Entertainment & Technology Law

Musical copyright infringement cases are experiencing an identity crisis. The crisis is that courts are beginning their analyses of the similarities between compositions by examining visual, rather than aural, evidence. Prior to the 1976 Copyright Act, copyright protection extended only to musical works reduced to sheet music. That sheet music, which is filed with the US Copyright Office (Copyright Office) as a “deposit copy,” represents the sum of the composition’s copyright protection. Even though Congress amended the Copyright Act to allow for sound recordings of a composition to function as a deposit copy post-1976, courts—particularly the Ninth Circuit—begin evaluating musical …

Adapting Indian Copyright: Bollywood, Indian Cultural Adaptation, And The Path To Economic Development, Michael P. Goodyear

Vanderbilt Journal of Entertainment & Technology Law

Bollywood and the Indian film industry have enjoyed enormous success, being among the largest movie producers in the world. Yet, despite the bright image of Indian cinema producing over a thousand movies a year and selling billions of tickets, the industry has faced controversy over the practice of copying expression, sometimes practically scene for scene, from US and other international films and adapting them into a version that reflects Indian social and cinematic customs and mores (“Indian cultural adaptation”). A long-standing practice, Indian cultural adaptation in Bollywood has only attracted the attention of Hollywood studios in the past twenty years, …

When Art Might Constitute A Taking: A Takings Clause Inquiry Under The Visual Artists Rights Act, Thomas A. Shelburne

Vanderbilt Journal of Entertainment & Technology Law

At first glance, a federal statute protecting the moral rights of artists and their artwork seems like a unanimous victory. But it turns out that government action protecting certain works of art attached to buildings may give rise to a valid takings clause claim under the Fifth Amendment. Without compensation, a regulation requiring a landowner to maintain someone else’s property on his land would constitute a taking. The Visual Artists Rights Act of 1990 (VARA) requires landowners to maintain protected artwork attached to buildings or potentially face statutory damages. Although only one court has heard and subsequently denied a takings …

Race Cartels: How Constructor Collaboration Is Curbing Innovation In Formula 1, Chandler C. Gerard-Reimer

Vanderbilt Journal of Entertainment & Technology Law

Formula 1 is in the midst of a copycat scandal: technology has made it possible for teams to reverse engineer clones of competitors’ race cars. This is a less than ideal state of affairs for the championship series, which prides itself on being the pinnacle of motorsport and automotive innovation, thanks in large part to the cars’ rapid rate of technological advancement. In order to address this problem, the Fédération Internationale de l’Automobile (FIA), Formula 1’s governing body, must increase independent innovation efforts by amending the technical regulations to restrict the extent of presently allowed inter-team collaboration. Worried that the …

Franchise Participants As Proper Patent Opponents: Walker Process Claims, Robert W. Emerson

Vanderbilt Journal of Entertainment & Technology Law

Franchise parties may be sued for patent infringement, or they may seek to sue others for an antitrust injury as the result of a fraudulently obtained patent. Indeed, franchisors and franchisees may simultaneously fall under both categories-sued for infringement but aggrieved because the very basis of that suit is illegitimate in their eyes. These franchise parties may turn for relief to a patent-validity challenge authorized in the seminal case Walker Process Equipment, Inc. v. Food Machine & Chemical Corp. Franchise participants-franchisees and franchisors alike-may be the ideal Walker Process claimants. When these types of cases occur, the damages within the …

The Effects Of Myriad And Mayo On Molecular-Test Development In The United States And Europe: Interviews From The Frontline, Johnathon Liddicoat, Kathleen Liddell, Mateo Aboy

Vanderbilt Journal of Entertainment & Technology Law

US Supreme Court decisions in Mayo Collaborative Services v. Prometheus Laboratories and Association for Molecular Pathology v. Myriad Genetics Inc. caused US and European law on what is patentable subject matter to diverge significantly. Both cases related to molecular tests and changed decades of patent practice. Whether the decisions adversely affect the development of molecular tests in the United States and Europe has been a matter of much speculation but limited empirical investigation. This interview-based study has three main findings. First, Myriad and Mayo have negatively affected the development of some molecular tests. Notably, half of the US university technology-transfer …

The Price Of Closing The Value Gap: How The Music Industry Hacked Eu Copyright Reform, Annemarie Bridy

Vanderbilt Journal of Entertainment & Technology Law

Sweeping changes are coming to copyright law in the European Union. Following four years of negotiations, the European Parliament in April 2019 approved the final text of the Digital Single Market (DSM) Directive. The new directive contains provisions for enhancing cross-border access to content available through digital subscription services, enabling new uses of copyrighted works for education and research, and, most controversially, "clarifying" the role of online services in the distribution of copyrighted works.

Article 17 of the DSM Directive is directed to the last of these goals. It was designed to address the so-called value gap-the music industry's longstanding …

Improvising Intellectual Property In Saigon, David A. Bergan

Vanderbilt Journal of Entertainment & Technology Law

How does intellectual property become part of the structure of social practice? The traditional answers are enforcement, education, and incentivized self-interest. This Article challenges that understanding by examining the social field of young engineers in Vietnam. In Ho Chi Minh City, Vietnam, intellectual production is not only about producing the legal commodity we call intellectual property. For many young engineers working with multinational companies, it is not about producing a product at all. It is about improving their position in society. Relying on over a year of qualitative, ethnographic fieldwork from 2012 to 2014, this Article develops a critique of …

Jon Snow Lives! Glenn Dies! When Revealing Plot Twists Constitutes Copyright Infringement, Joel Timmer

Vanderbilt Journal of Entertainment & Technology Law

TV shows frequently rely on plot twists and cliff-hangers to keep viewers engaged and tuned-in for the next episode. To try to keep these plot twists secret, networks and program producers take steps to prevent people from revealing them before the episodes air. Recently, HBO and AMC, the networks that air Game of Thrones and The Walking Dead, respectively, have alleged that these so-called spoilers constitute copyright infringement. However, it does not appear that courts have considered whether posting such spoilers does, in fact, constitute infringement. This Article thus examines that question, which requires considering whether such spoilers constitute fair …

Computational Experimentation, Tabrez Y. Ebrahim

Vanderbilt Journal of Entertainment & Technology Law

Experimentation conjures images of laboratories and equipment in biotechnology, chemistry, materials science, and pharmaceuticals. Yet modern day experimentation is not limited to only chemical synthesis, but is increasingly computational. Researchers in the unpredictable arts can experiment upon the functions, properties, reactions, and structures of chemical compounds with highly accurate computational techniques. These computational capabilities challenge the enablement and utility patentability requirements. The patent statute requires that the inventor explain how to make and use the invention without undue experimentation and that the invention have at least substantial and specific utility. These patentability requirements do not align with computational research capabilities, …