Law Commons^™

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 …

Long Live The Common Law Of Copyright!: Georgia V. Public.Resource.Org., Inc. And The Debate Over Judicial Role In Copyright, Shyamkrishna Balganesh

Faculty Scholarship

In Georgia v. Public.Resource.Org, Inc., the Supreme Court resurrected a nineteenth-century copyright doctrine – the government edicts doctrine – and applied it to statutory annotations prepared by a legislative agency. While the substance of the decision has serious impli­cations for due process and the rule of law, the Court’s treatment of the doctrine recognized an invigorated role for courts in the development of copyright law through the use of principled reasoning. In expounding the doctrine, the Court announced a vision for the judicial role in copy­right adjudication that is at odds with the dominant approach under the Copyright …

Trading Pharma Goods The Wto Legal Framework, Neeraj Rajan Sabitha, Petros C. Mavroidis

Faculty Scholarship

Trading of pharma goods has attracted widespread global attention in the wake of the COVID-19 pandemic. The Agreement on Trade in Pharmaceutical Products (“Pharma Agreement”) – a sectoral agreement between a handful of WTO members – was concluded in 1994 and aimed to eliminate duties on various pharmaceutical products. Nevertheless, this is all that the Pharma Agreement does: it eliminates duties and does not touch upon the regulatory aspects relating to marketing of pharmaceutical goods. WTO members remain sovereign to decide on this score, but must observe the WTO Licensing Agreement as well as nondiscrimination. Thus, while the intensity of …

Should The U.S. Government Actively Assert Its Own Patents?, Christopher J. Morten, Barry Datlof, Amy Kapczynski, Donna Meuth, Zain Rizvi

Faculty Scholarship

On March 10, 2021, our journal partnered with the Engelberg Center on Innovation Law and Policy to host a symposium addressing the role and impact of U.S. innovation policy on access to medicine. Our 2021 Symposium Issue — Volume 11, Issue 1 — captures that event.

The following article represents the second of four panels. This panel asked, “Should the U.S. government actively assert its own patents?” The panel was moderated by Christopher Morten, Deputy Director of NYU Law’s Technology Law & Policy Clinic. The panelists included Barry Datlof, Chief of Business Development and Commercialization in the Office of Medical …

Authoring The Law, Shyamkrishna Balganesh

Faculty Scholarship

Copyright law denies protection to legal texts through a rule known as the “government edicts doctrine”. Entirely a creation of nineteenth century courts, the government edicts doctrine treats expression produced by lawmakers in the exercise of their lawmaking function as altogether uncopyrightable. Despite having been in existence for over a century, the doctrine remains shrouded in significant mystery and complexity. Lacking statutory recognition, the doctrine has come to be seen as driven by open-ended considerations of “public policy” that draw on the overarching importance of public access to laws. In its decision in Georgia v. Public.Resource.Org., Inc., the Supreme …

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 …

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. …

Legal Internalism In Modern Histories Of Copyright, Shyamkrishna Balganesh, Taisu Zhang

Faculty Scholarship

Legal internalism refers to the internal point of view that professional participants in a legal practice develop toward it. It represents a behavioral phenomenon wherein such participants treat the domain of law (or a subset of it) as normative, epistemologically self-contained, and logically coherent on its own terms regardless of whether the law actually embodies those characteristics. Thus understood, legal internalism remains an important characteristic of all modern legal systems. In this Review, we examine three recent interdisciplinary histories of copyright law to showcase the working of legal internalism. We argue that while their interdisciplinary emphasis adds to the conversation …

Letter To Council Members Regarding Council Draft 5, Jane C. Ginsburg, June M. Besek

Faculty Scholarship

We understand that the ALI Council will consider Council Draft 5 (CD5) of the Restatement of the Law, Copyright (Copyright Restatement) project at its meeting on January 20-21, 2021. We appreciate the opportunity to provide comments on CD5. We hope that you will give careful consideration to these comments and send CD5 back to the Reporters to address the problems we describe below.

International Law Association's Guidelines On Intellectual Property And Private International Law ("Kyoto Guidelines"): Applicable Law, Marie-Elodie Ancel, Nicolas Binctin, Josef Drexl, Mireille Van Eechoud, Jane C. Ginsburg, Toshiyuki Kono, Gyooho Lee, Rita Matulionyte, Edouard Treppoz, Dário Moura Vicente

Faculty Scholarship

The chapter “Applicable Law” of the International Law Association’s Guidelines on In­tellectual Property and Private International Law (“Kyoto Guidelines”) provides principles on the choice of law in international intellectual property matters. The Guidelines confirm the traditional principle of the lex loci protectionis for the existence, transferabil­ity, scope and infringement of intellectual property rights. The law applicable to the initial ownership of registered rights is governed by the lex loci protec­tionis whereas the law of the closest connection is applied to determine the ownership of copyright. For contracts, freedom of choice is acknowledged. With regard to ubiquitous or multi-state infringement and …

Comment On Andy Warhol Found. For The Visual Arts, Inc. V. Goldsmith, 992 F.3d 99 (2d Cir. 2021), Jane C. Ginsburg

Faculty Scholarship

The Second Circuit’s decision in Andy Warhol Foundation v. Goldsmith retreats both from its prior caselaw’s generous characterization of artistic reuse as “transformative,” and from the outcome-determinacy of a finding of “transformativeness.” The decision suggests both that courts may be applying a more critical understanding of what “transforms” copied content, and that courts may be reforming “transformative use” to reinvigorate the other statutory factors, particularly the inquiry into the impact of the use on the potential markets for or value of the copied work. The court also provided an important explanation of copyrightable authorship in photographs.

In addition to analyzing …

The Big Data Regulator, Rebooted: Why And How The Fda Can And Should Disclose Confidential Data On Prescription Drugs And Vaccines, Christopher J. Morten, Amy Kapczynski

Faculty Scholarship

Medicines and vaccines are complex products, and it is often extraordinarily difficult to know whether they help or hurt. The Food and Drug Administration (FDA) holds an enormous reservoir of data that sheds light on that precise question, yet currently releases only a trickle to researchers, doctors, and patients. Recent examples show that data secrecy can be deadly, and existing laws such as the Freedom of Information Act (FOIA) cannot solve the problem. We present here a wealth of new evidence about the urgency of the problem and argue that the FDA must “reboot” its rules to proactively disclose all …

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 …

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 …

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 …

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 …

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 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 …

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 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.

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 …

Patents, Information, And Innovation, Brenda M. Simon

Faculty Scholarship

Inventors and commercialization partners often rely on patents to facilitate the exchange of sensitive information. Most scholarship in this area has focused on the areas of software and biotechnology. To provide a richer description of the role of patents in the innovative process, this project evaluates the existing literature and sets forth examples drawn from a series of interviews with professionals from the largely-overlooked medical device industry. The limited analysis of the medical device industry has focused on the largest few dozen firms—as publicly-traded entities, a great deal of data about them is readily available. Small medical device companies are …

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 …

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

Faculty Scholarship

No abstract provided.