Law Commons^™

Artificial Intelligence, The Law-Machine Interface, And Fair Use Automation, Peter K. Yu

Faculty Scholarship

From IBM Watson's success in Jeopardy! to Google DeepMind's victories in Go, the past decade has seen artificial intelligence advancing in leaps and bounds. Such advances have captured the attention of not only computer experts and academic commentators but also policymakers, the mass media and the public at large. In recent years, legal scholars have also actively explored how artificial intelligence will impact the law. Such exploration has resulted in a fast-growing body of scholarship.

One area that has not received sufficient policy and scholarly attention concerns the law-machine interface in a hybrid environment in which both humans and intelligent …

Comments On Preliminary Draft 6, Jane C. Ginsburg, June M. Besek

Faculty Scholarship

We briefly reiterate the principal General Comments we made with respect to PD5, because PD6 continues, including in its two new sections, to manifest the same overall shortcomings: (i) the relationship of the draft to the statute remains highly inconsistent; (ii) the Restatement needs a consistent and transparent methodology for restating a statute; and (iii) continuing to carry on without clear methodological principles will undermine the utility of this project and the credibility of the ALI.

Overlapping Copyright And Trademark Protection In The United States: More Protection And More Fair Use?, Jane Ginsburg, Irene Calboli

Faculty Scholarship

This chapter addresses the phenomenon of overlapping rights under US law and complements Chapter 25 authored by Professors Derclay and Ng-Loy on the overlap of trademark, copyright, and design protection under several other Common Law and Civil Law jurisdictions. Because the United States does not provide sui generis protection for industrial design, but instead protects design through trademark law (notably by protecting trade dress) and design patents, this chapter focuses on the overlap between trademark and copyright protection. The Lalique bottles created for Nina Ricci perfumes, for example, may enjoy both trademark and copyright protection in the United States. Similarly, …

Fixing Informational Asymmetry Through Trademark Search, Jessica Silbey

Faculty Scholarship

I call this paper a “Levendowski special.” It follows the signature format of much of Professor Levendowski’s prior work which, as in the latest article, recruits a legal tool typically aimed at one set of problems for the purpose of cleverly addressing a different set of problems. Her past articles harnessed copyright law to “fix artificial intelligence’s implicit bias” (2018) and to “combat revenge porn.” (2014). This paper draws on Professor Levendowski’s expertise working in private practice as a trademark attorney to address the problem of surveillance technology opacity. It is a primer on how to investigate trademark …

Trade Mark Licensing And Covid-19: Why Fashion Companies Have A Duty To Comply With Their Legal Obligations, Irene Calboli

Faculty Scholarship

For the past several months, Covid-19 has dominated the intellectual property (IP) debate. Most discussions have focused on the implications of patent protection on access to treatments against the virus and a hopefully soon to be found vaccine. In these remarks, I would like to focus on another Covid-19 crisis making headlines across the world and partially related to IP: millions of workers in the garment industry in developing countries have been fired or furloughed as fashion companies have cancelled orders due to plunging sales since the pandemic’s beginning. Famous Western groups such as Inditex (Zara), C&A, Target, and Marks …

Trips And Its Contents, Peter K. Yu

Faculty Scholarship

In 2006, I published TRIPS and Its Discontents in a symposium commemorating the tenth anniversary of the WTO TRIPS Agreement. At that time, developing countries were deeply discontent with the Agreement and the new and higher intellectual property standards that the WTO had imposed upon them. By contrast, when the TRIPS Agreement was about to celebrate its twenty-fifth anniversary in April 2019, the developing countries' trenchant critiques of the Agreement were mostly gone. Also disappearing were their usual accusations of neoimperialism.

What has happened? Have developing countries successfully adjusted, or become sensitized, to the high intellectual property standards in the …

China's Innovative Turn And The Changing Pharmaceutical Landscape, Peter K. Yu

Faculty Scholarship

For more than a decade, China has been the world's leading supplier of active pharmaceutical ingredients. Today, it is not only the world's second largest pharmaceutical market, behind only the United States, but it also produces about four percent of the world's new pharmaceutical products. Despite these impressive accomplishments, China does not have internationally recognized pharmaceutical brands that are comparable to those found in Europe or the United States, such as Johnson & Johnson, Merck, Novartis, Pfizer, Roche and Sanofi. Nor does China rival India in its status as the "pharmacy of the world," providing generic drugs to needy countries …

Reconsidering The Rationale For The Duration Of Data Exclusivity, Jonathan Kimball, Srividhya Ragavan, Sophia Vegas

Faculty Scholarship

The paper’s focus is the singular one question of whether the 12-years of exclusivity that was needed in 2008 remains justified in 2019 given that technological advancement reduces the cost and the time for drug discovery? Basically, new and emerging technologies are deployed every day to enhance efficiencies and reduce the time it takes to bring a drug to the market. The paper asserts that as new technologies are adopted and advances in scientific understanding are leveraged, it results in shorter drug development timelines. This factum, the paper asserts should have a bearing to reduce the period of exclusivity granted …

The Normative Molecule: Patent Rights And Dna, Saurabh Vishnubhakat

Faculty Scholarship

Throughout the biotechnology age, fears about the distortionary effects of property and other legal institutions upon the health and self-determination of individuals and societies have accompanied more popularly sensational fears about unscrupulous choices within the scientific community itself. Still, for most of that time the prevailing legal regime both in the United States and in Europe remained generally permissive of ownership of, and exclusionary power over, the fruits of much biomedical research, though this leniency took different forms and came about in different ways. In particular, the policy of the United States Patent and Trademark Office to grant patents on …

Fair Use In Oracle: Proximate Cause At The Copyright/Patent Divide, Wendy J. Gordon

Faculty Scholarship

In Oracle America, Inc. v. Google LLC, the Federal Circuit undermined copyright law’s deference to patent law and, in doing so, delivered a blow to both regimes. Copyright’s deference— including a historic refusal to enforce rights that might undermine the public’s liberty to copy unpatented inventions-- is a necessary part of preserving inventors’ willingness to accept the short duration, mandatory disclosure, and other stringent bargains demanded by patent law. Deference to patent law is also integral to copyright law’s interior architecture; copyright’s refusal to monopolize functional applications of creative work lowers the social costs that would otherwise be imposed by …

Comments On Preliminary Draft 5 [Black Letter And Comments], Jane C. Ginsburg, June M. Besek

Faculty Scholarship

We appreciate the considerable work that has gone into PD5, and believe that several of its provisions and Comments accurately quote or state and explain the law. Nonetheless, PD5 manifests several of the earlier drafts’ shortcomings. We remain particularly concerned that the relationship of this draft to the statute remains highly inconsistent, not to say erratic. We are not sanguine that our oft-repeated calls that the Reporters and ALI devise a consistent and transparent methodology for restating a statute will finally be heeded. (To the extent there is a guiding principle behind this Restatement, and PD5, it often appears to …

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 …

Can International Patent Law Help Mitigate Cancer Inequity In Lmics?, Srividhya Ragavan, Amaka Vanni

Faculty Scholarship

Although low- and middle-income countries (LMICs) bear 75% of the cancer burden globally, their available resources to treat cancer constitute less than 5% of global health resources. This inequity makes it imperative to take appropriate measures to treat and prevent cancer in LMICs, which should include consideration of trade and patent policies. This article highlights some impediments to effective use of existing policies to promote access to treatment and prevention measures in LMICs and offers recommendations about next steps.

Trade Secrets And The Right To Information: A Comparative Analysis Of E.U. And U.S. Approaches To Freedom Of Expression And Whistleblowing, Sharon Sandeen, Ulla-Maija Mylly

Faculty Scholarship

Both the EU Trade Secrets Directive and US trade secret law seek to balance the protection of trade secrets against other values, including freedom of expression, but the EU Trade Secret Directive is more explicit about the need to do so. This article examines EU and US trade secret law through the right to information, a recognized human right under the Universal Declaration of Human Rights and implementing laws and conventions. In particular, it discusses how principles of freedom of expression and whistleblowing should apply in the trade secret context in the EU and U.S.

A Typology Of Disclosure, Sharon Sandeen

Faculty Scholarship

Information and data have always been valuable to businesses, but in the Information Age, as businesses have figured out more ways to commoditize the information and data they possess, there has been a corresponding increase in expressed concerns about the unauthorized “disclosure” of information. Often, these concerns are expressed in absolute terms, as if any unauthorized disclosure of information constitutes an act of unfair competition or theft. The problem is that the common understanding of disclosure, particularly among information owners that seek to restrict access to the information they possess, belies the legal meaning of the term as used in …

Do We Need A New Conception Of Authorship?, Shyamkrishna Balganesh

Faculty Scholarship

Thank you to the organizers for having me. I’m delighted to be here. I’m going to take a step away from conceptual art, and go a little bit into history and a little bit into doctrine – and do the usual law professor thing. We law professors like to say that one of the great things about the job is that we get to overrule the Supreme Court ten thousand times a day, but the bad thing about the job is no one cares. And so, I’m going to try and make this such that you care.

Here’s the core …

Fair Use Factor Four Revisited: Valuing The "Value Of The Copyrighted Work", Jane C. Ginsburg

Faculty Scholarship

Recent caselaw has restored the prominence of the fourth statutory factor – “the effect of the use upon the market for or value of the copyrighted work” – in the fair use analysis. The revitalization of the inquiry should also occasion renewed reflection on its meaning. As digital media bring to the fore new or previously under-examined kinds of harm, courts not only need to continue refining their appreciation of a work’s markets. They must also expand their analyses beyond the traditional inquiry into whether the challenged use substitutes for an actual or potential market for the work. Courts should …

Copyright As Legal Process: The Transformation Of American Copyright Law, Shyamkrishna Balganesh

Faculty Scholarship

American copyright law has undergone an unappreciated conceptual transformation over the course of the last century. Originally conceived of as a form of private law – focusing on horizontal rights, privileges and private liability – copyright law is today understood principally through its public-regarding goals and institutional apparatus, in effect as a form of public law. This transformation is the result of changes in the ideas of law and law-making that occurred in American legal thinking following World War II, manifested in the deeply influential philosophy of the Legal Process School of jurisprudence which shaped the modern American copyright landscape. …

Privative Copyright, Shyamkrishna Balganesh

Faculty Scholarship

“Privative” copyright claims are infringement actions brought by authors for the unauthorized public dissemination of works that are private, unpublished, and revelatory of the author’s personal identity. Driven by considerations of authorial autonomy, dignity, and personality rather than monetary value, these claims are almost as old as Anglo-American copyright law itself. Yet modern thinking has attempted to undermine their place within copyright law and sought to move them into the domain of privacy law. This Article challenges the dominant view and argues that privative copyright claims form a legitimate part of the copyright landscape. It shows how privative copyright claims …

Copyright And The 1%, Glynn Lunney

Faculty Scholarship

No one ever argues for copyright on the grounds that superstar artists and authors need more money, but what if that is all, or mostly all, that copyright does? This article presents newly available data on the distribution of players across the PC videogame market. This data reveals an L-shaped distribution of demand. A relative handful of games are extremely popular. The vast majority are not. In the face of an L curve, copyright overpays superstars, but does very little for the average author and for works at the margins of profitability. This makes copyright difficult to justify on either …

Geographical Indications Of Origin, Economic Development, And Cultural Heritage: Good Match Or Mismatch?, Irene Calboli

Faculty Scholarship

In this article, I propose that geographical indications (GIs) carry important economic benefits. First, GIs are essential instruments to facilitate investments in high-quality products and niche markets, and promote local trade and development. Second, GIs offer an additional layer of information for consumers about the geographical origin and quality of the products they identify, in turn reducing the information asymmetries between producers and consumers. Third, because of this information function, GIs can assist in rewarding or holding producers accountable for their products based on the additional information they convey to the market. Yet, GIs can also protect culture-related interests and …

The U.S. Posture On Global Access To Medication & The Case For Change, Michael Palmedo, Srividhya Ragavan

Faculty Scholarship

The year 2020 marks the 25th anniversary of including intellectual property rights within the larger agenda of trade. While the marriage between trade and intellectual property was always uncomfortable, COVID-19 exposed the flaws, failures and the inadequacy of the trade agenda to harmonise intellectual property rights, particularly for patents in pharmaceuticals. Typically, the United States through its questionable United States Trade Representative (USTR) process exposed the vulnerabilities of the intellectual property systems of the rest of the world. COVID-19 exposed the manner in which the so-called ‘superior’ intellectual property regime of the US left the country with a weak health-care …

Letter To Council Members Regarding Council Draft 4, Jane C. Ginsburg

Faculty Scholarship

We understand that the ALI Council will consider Council Draft 4 (CD4) of the Restatement of the Law, Copyright (Copyright Restatement) project at its meeting on January 16-17, 2020. We appreciate the opportunity to provide comments on CD4. We hope that you will give careful consideration to these comments and send CD4 back to the Reporters to address the problems we describe below.

Overlapping Copyright And Trademark Protection In The United States: More Protection And More Fair Use?, Jane C. Ginsburg, Irene Caboli

Faculty Scholarship

This chapter addresses the phenomenon of overlapping rights under US law and complements Chapter 25 authored by Professors Derclay and Ng-Loy on the overlap of trademark, copyright, and design protection under several other Common Law and Civil Law jurisdictions. Because the United States does not provide sui generis protection for industrial design, but instead protects design through trademark law (notably by protecting trade dress) and design patents, this chapter focuses on the overlap between trademark and copyright protection. The Lalique bottles created for Nina Ricci perfumes, for example, may enjoy both trademark and copyright protection in the United States. Similarly, …

Patently Risky: Framing, Innovation And Entrepreneurial Preferences, Elizabeth Hoffman, David L. Schwartz, Matthew L. Spitzer, Eric L. Talley

Faculty Scholarship

An emerging common wisdom holds that courts have made it “too hard” to obtain patent protection in critical industries. The origin of this criticism dates back at least as far as the United States Supreme Court’s 2012 landmark opinion in Mayo Collaborative Services v. Prometheus Laboratories, Inc. which (the argument goes) triggered a chain reaction of judicial opinions rendering patent rights progressively more difficult to secure. Two years later, the Supreme Court decided Alice Corp. v. CLS Bank, another opinion widely viewed as restricting patent rights. And, barely three years after Mayo, the Federal Circuit cited it in …

Copyright Exceptions Across Borders: Implementing The Marrakesh Treaty, Laurence R. Helfer, Molly K. Land, Ruth L. Okediji

Faculty Scholarship

This article reviews state ratification and implementation of the Marrakesh Treaty since its conclusion in 2013. We find that most states have adhered closely to the Treaty’s text, thus creating a de facto global template of exceptions and limitations that has increasingly enabled individuals with print disabilities, libraries and schools to create accessible format copies and share them across borders. The article argues that the Marrakesh Treaty’s core innovation—mandatory exceptions to copyright to promote public welfare—together with consultations with a diverse range of stakeholders, may offer a model for harmonising human rights and IP in other contexts.

The Trump Administration’S Social Security Rules Will Harm Innovation In The Assistive Technology Industry And People With Disabilities, Christopher Buccafusco, Mariel Talmage

Faculty Scholarship

No abstract provided.

How Conceptual Art Challenges Copyright's Notions Of Authorial Control And Creativity, Christopher Buccafusco

Faculty Scholarship

No abstract provided.

The Art Of Access: Innovative Protests Of An Inaccessible City, Elizabeth F. Emens

Faculty Scholarship

This Essay considers inaccessible New York City through the lens of artistic production. The landscape of disability art and protest is vast and wildly diverse. This Essay proposes to capture one slice of this array. From Ellis Avery’s Zodiac of NYC transit elevators, to Shannon Finnegan’s Anti-Stairs Club Lounge at the Vessel in Hudson Yards, to Park McArthur’s work exhibiting the ramps that provided her access to galleries showing her work – these and other creative endeavors offer a unique way in to understanding the problems and potential of inaccessible cities. Legal actions have challenged some of the specific sites …