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Equitable Ecosystem: A Two-Pronged Approach To Equity In Artificial Intelligence, Rangita De Silva De Alwis, Amani Carter, Govind Nagubandi

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Lawmakers, technologists, and thought leaders are facing a once-in-a-generation opportunity to build equity into the digital infrastructure that will power our lives; we argue for a two-pronged approach to seize that opportunity. Artificial Intelligence (AI) is poised to radically transform our world, but we are already seeing evidence that theoretical concerns about potential bias are now being borne out in the market. To change this trajectory and ensure that development teams are focused explicitly on creating equitable AI, we argue that we need to shift the flow of investment dollars. Venture Capital (VC) firms have an outsized impact in determining …

Navigating The Identity Thicket: Trademark's Lost Theory Of Personality, The Right Of Publicity, And Preemption, Jennifer Rothman

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Both trademark and unfair competition laws and state right of publicity laws protect against unauthorized uses of a person’s identity. Increasingly, however, these rights are working at odds with one another, and can point in different directions with regard to who controls a person’s name, likeness, and broader indicia of identity. This creates what I call an "identity thicket" of overlapping and conflicting rights over a person’s identity. Current jurisprudence provides little to no guidance on the most basic questions surrounding this thicket, such as what right to use a person’s identity, if any, flows from the transfer of marks …

Self-Actualization And The Need To Create As A Limit On Copyright, Christopher S. Yoo

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Personhood theory is almost invariably cited as one of the primary theoretical bases for copyright. The conventional wisdom views creative works as the embodiment of their creator’s personality. This unique connection between authors and their works justifies giving authors property interests in the results of their creative efforts.

This Chapter argues that the conventional wisdom is too limited. It offers too narrow a vision of the ways that creativity can develop personality by focusing exclusively on the results of the creative process and ignoring the self-actualizing benefits of the creative process itself. German aesthetic theory broadens the understanding of the …

Did The America Invents Act Change University Technology Transfer?, Cynthia L. Dahl

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University technology transfer offices (TTOs) are the gatekeepers to groundbreaking innovations sparked in research laboratories around the U.S. With a business model reliant on patenting and licensing out for commercialization, TTOs were positioned for upheaval when the America Invents Act (AIA) transformed U.S. patent law in 2011. Now almost ten years later, this article examines the AIA’s actual effects on this patent-centric industry. It focuses on the five key areas of most interest to TTOs: i) first to file priority; ii) broadening of the universe of prior art; iii) carve-out to the prior commercial use defense; iv) micro-entity fees; and …

Exporting American Discovery, Yanbai Andrea Wang

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This Article presents the first comprehensive study of an intriguing and increasingly pervasive practice that is transforming civil litigation worldwide: US judges now routinely compel discovery in this country and make it available for disputes and parties not before US courts. In the past decade and a half, federal courts have received and granted thousands of such discovery requests for use in foreign civil proceedings governed by different procedural rules. I call this global role played by US courts the “export” of American discovery.

This Article compiles and analyzes a dataset of over three thousand foreign discovery requests filed between …

Reviewing Inter Partes Review Five Years In: The View From University Technology Transfer Offices, Cynthia L. Dahl

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With the implementation of the inter partes review (IPR) proceeding under the America Invents Act in 2012, university technology transfer offices (TTOS) were worried that the value of their patents might be irreparably harmed. With IPR proceedings making patent challenges easy, relatively inexpensive, and a threat extending over the lifetime of a patent, TTOs wondered if IPRs might do nothing short of undermining their licensing business model.

However, although IPRs have irreparably changed the patent infringement landscape outside of the university setting, the effect on university patents has not been nearly as severe. This chapter explores why that might be …

The Uncopyrightability Of Edicts Of Government, Shyamkrishna Balganesh, Peter S. Menell

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This amicus brief filed in the Supreme Court appeal of Georgia, et al., v. Public.Resource.Org.,explores the interplay of copyright law and the edicts of government doctrine. The “edicts of government” doctrine was first validated by the U.S. Supreme Court in a series of nineteenth century cases. Wheaton v. Peters, 33 U.S. (8 Pet.) 591 (1834); Banks v. Manchester, 128 U.S. 244 (1888); Callaghan v. Meyers, 128 U.S. 617 (1888). While the doctrine has never been directly recognized in the express wording of the copyright statute, it is nevertheless firmly rooted in foundational copyright principles that are …

The Right Of Publicity's Intellectual Property Turn, Jennifer Rothman

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The Article is adapted from a keynote lecture about my book, THE RIGHT OF PUBLICITY: PRIVACY REIMAGINED FOR A PUBLIC WORLD (Harvard Univ. Press 2018), delivered at Columbia Law School for its symposium, “Owning Personality: The Expanding Right of Publicity.” The book challenges the conventional historical and theoretical understanding of the right of publicity. By uncovering the history of the right of publicity’s development, the book reveals solutions to current clashes with free speech, individual liberty, and copyright law, as well as some opportunities for better protecting privacy in the digital age.

The lecture (as adapted for this Article) explores …

Intellectual Property And Competition, Herbert J. Hovenkamp

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A legal system that relies on private property rights to promote economic development must consider that profits can come from two different sources. First, both competition under constant technology and innovation promote economic growth by granting many of the returns to the successful developer. Competition and innovation both increase output, whether measured by quantity or quality. Second, however, profits can come from practices that reduce output, in some cases by reducing quantity, or in others by reducing innovation.

IP rights and competition policy were traditionally regarded as in conflict. IP rights create monopoly, which was thought to be inimical to …

Rethinking Copyright And Personhood, Christopher S. Yoo

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One of the primary theoretical justifications for copyright is the role that creative works play in helping develop an individual’s sense of personhood and self-actualization. Typically ascribed to the writings of Immanuel Kant and Georg Wilhelm Friedrich Hegel, personhood-based theories of copyright serve as the foundation for the moral rights prominent in European copyright law and mandated by the leading intellectual property treaty, which give authors inalienable control over aspects of their works after they have been created. The conventional wisdom about the relationship between personhood and copyright suffers from two fatal flaws that have gone largely unappreciated. First, in …

In The Shadow Of The Law: The Role Of Custom In Intellectual Property, Jennifer Rothman

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Custom, including industry practices and social norms, has a tremendous influence on intellectual property (“IP”) law, from affecting what happens outside of the courts in the trenches of the creative, technology, and science-based industries, to influencing how courts analyze infringement and defenses in IP cases. For decades, many scholars overlooked or dismissed the impact of custom on IP law in large part because of a belief that the dominant statutory frameworks that govern IP left little room for custom to play a role. In the last ten years, however, the landscape has shifted and more attention has been given to …

The Genius Of Common Law Intellectual Property, Shyamkrishna Balganesh

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Among Richard Epstein’s influential contributions to legal scholarship over the years is his writing on common law intellectual property. In it, we see Epstein’s attempt to meld the innate logic of the common law’s conceptual structure with the realities of the modern information economy. Common law intellectual property refers to different judge made causes of action that create forms of exclusive rights and privileges in intangibles, interferences with which are then rendered enforceable through private liability. In this Essay, I examine Epstein’s writing on two such doctrines: “hot news misappropriation” and “cyber-trespass”, which embraces several important ideas that modern discussions …

The Rule Of Reason, Herbert J. Hovenkamp

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Antitrust’s rule of reason was born out of a thirty-year (1897-1927) division among Supreme Court Justices about the proper way to assess multi-firm restraints on competition. By the late 1920s the basic contours of the rule for restraints among competitors was roughly established. Antitrust policy toward vertical restraints remained much more unstable, however, largely because their effects were so poorly understood.

This article provides a litigation field guide for antitrust claims under the rule of reason – or more precisely, for situations when application of the rule of reason is likely. At the time pleadings are drafted and even up …

Antitrust And The Design Of Production, Herbert J. Hovenkamp

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Both economics and antitrust policy have traditionally distinguished “production” from “distribution.” The former is concerned with how products are designed and built, the latter with how they are placed into the hands of consumers. Nothing in the language of the antitrust laws suggests much concern with production as such. Although courts do not view it that way, even per se unlawful naked price fixing among rivals is a restraint on distribution rather than production. Naked price fixing assumes a product that has already been designed and built, and the important cartel decision is what should be each firm’s output, or …

The Right Of Publicity: Privacy Reimagined For New York?, Jennifer Rothman

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This essay is based on a featured lecture that I gave as part of the Cardozo Arts & Entertainment Law Journal’s 2 symposium on a proposed right of publicity law in New York. The essay draws from my recent book, The Right of Publicity: Privacy Reimagined for a Public World, published by Harvard University Press. Insights from the book suggest that New York should not upend more than one hundred years of established privacy law in the state, nor jeopardize its citizens’ ownership over their own names, likenesses, and voices by replacing these privacy laws with a new and independent …

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

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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 …

Solving Ethical Puzzles To Unlock University Technology Transfer Client Work For An Intellectual Property Legal Clinic, Cynthia L. Dahl

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Intellectual property (IP) and technology legal clinics are experiencing an unprecedented surge in popularity. Before 2000 there were only five such clinics, but by 2016 there were seventy-four, with fifty added since 2010 alone. As law schools are approving new IP clinics and as practitioners are developing syllabi, there is an increasing need to share knowledge about models that work and how to avoid pitfalls.

One potentially fertile – but traditionally underutilized -- source of client work for an IP and technology clinic is the university technology transfer office (“TTO”), the department that protects, markets, and licenses all university intellectual …

Bruised Soul Of The Artist: A Tribute To Sheldon W. Halpern, Anita L. Allen

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In an unusual case, Scottish-born painter Peter Doig was accused of wrongfully denying the authenticity of a painting he insisted he did not paint, to the financial detriment of the work’s owner. Doig won the case against him, which commenced in 2013 and continued for three years. United States District Judge Gary Feinerman ultimately ruled that the evidence presented in a week-long trial proved “conclusively” that Doig did not paint the plaintiff owner’s painting. The case raised concerns about whether a living artist should ever be required by law to authenticate a work of art ascribed to him or her …

The Other Side Of Garcia:The Right Of Publicity And Copyright Preemption, Jennifer Rothman

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This essay is adapted from a talk that I gave on October 2, 2015 at Columbia Law School’s annual Kernochan Center Symposium. The all-day conference focused on Copyright Outside the Box. The essay considers the aftermath of Garcia v. Google, Inc., and the Ninth Circuit’s suggestion in that case that Garcia might have a right of publicity claim against the filmmakers, even though her copyright claim failed.

The essay provides a partial update of my prior work, Copyright Preemption and the Right of Publicity, 36 U.C. Davis L. Rev. 199 (2002), and suggests that despite numerous cases over …

Commercial Speech, Commercial Use, And The Intellectual Property Quagmire, Jennifer Rothman

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The commercial speech doctrine in First Amendment jurisprudence has frequently been criticized and is recognized as a highly contested, problematic and shifting landscape. Despite the compelling critique within constitutional law scholarship more broadly, Intellectual Property (“IP”) law has not only embraced the differential treatment of commercial speech, but has done so in ways that disfavor a much broader swath of speech than traditional commercial speech doctrine allows. One of the challenges for courts, litigants, and scholars alike is that the term “commercial” is used to mean multiple things, even within the same body of IP law. In this Article, I …

Public Good Economics And Standard Essential Patents, Christopher S. Yoo

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Standard essential patents have emerged as a major focus in both the public policy and academic arenas. The primary concern is that once a patented technology has been incorporated into a standard, the standard can effectively insulate it from competition from substitute technologies. To guard against the appropriation of quasi-rents that are the product of the standard setting process rather than the innovation itself, standard setting organizations (SSOs) require patentholders to disclose their relevant intellectual property before the standard has been adopted and to commit to license those rights on terms that are fair, reasonable, and non-discriminatory (FRAND).

To date …

Toward A Closer Integration Of Law And Computer Science, Christopher S. Yoo

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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 …

Consumer Welfare In Competition And Intellectual Property Law, Herbert J. Hovenkamp

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Whether antitrust policy should pursue a goal of "general welfare" or "consumer welfare" has been debated for decades. The academic debate is much more varied than the case law, however, which has consistently adopted consumer welfare as a goal, almost never condemning a practice found to produce an actual output reduction or price increase simply because productive efficiency gains accruing to producers exceeded consumer losses.

While some practices such as mergers might produce greater gains in productive efficiency than losses in consumer welfare, identifying such situations would be extraordinarily difficult. First, these efficiencies would have to be "transaction specific," meaning …

Copyright’S Private Ordering And The 'Next Great Copyright Act', Jennifer Rothman

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Private ordering plays a significant role in the application of intellectual property laws, especially in the context of copyright law. In this Article, I highlight some of the dominant modes of private ordering and consider what formal copyright law should do, if anything, to engage with private ordering in the copyright space. I conclude that there is not one single approach that copyright law should take with regard to private ordering, but instead several different approaches. In some instances, the best option is for the law to get out of the way and simply continue to provide room for various …

Patent Exclusions And Antitrust After Therasense, Herbert J. Hovenkamp

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A patent may be held invalid if it was obtained by “inequitable conduct” before the PTO during the process of patent prosecution. In its Therasense decision the Federal Circuit imposed severe requirements against those attempting to defend against a patent on the basis of inequitable conduct, insisting that inequitable conduct be measured essentially by a subjective test. Objective “reasonable person” tests such as negligence or even gross negligence will not suffice. By contrast, the Supreme Court has insisted that the conduct giving rise to a wrongful infringement action violating the antitrust laws be initially based on an objective test – …

Competition For Innovation, Herbert J. Hovenkamp

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Both antitrust and IP law are limited and imperfect instruments for regulating innovation. The problems include high information costs and lack of sufficient knowledge, special interest capture, and the jury trial system, to name a few. More fundamentally, antitrust law and intellectual property law have looked at markets in very different ways. Further, over the last three decades antitrust law has undergone a reformation process that has made it extremely self conscious about its goals. While the need for such reform is at least as apparent in patent and copyright law, very little true reform has actually occurred.

Antitrust has …

Patent Value And Citations: Creative Destruction Or Strategic Disruption?, David S. Abrams, Ufuk Akcigit, Jillian Popadak

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Prior work suggests that more valuable patents are cited more and this view has become standard in the empirical innovation literature. Using an NPE-derived dataset with patent-specific revenues we find that the relationship of citations to value in fact forms an inverted-U, with fewer citations at the high end of value than in the middle. Since the value of patents is concentrated in those at the high end, this is a challenge to both the empirical literature and the intuition behind it. We attempt to explain this relationship with a simple model of innovation, allowing for both productive and strategic …

Innovation, Ip Rights, And Anticompetitive Exclusion, Herbert J. Hovenkamp

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This book of CASES AND MATERIALS ON INNOVATION AND COMPETITION POLICY is intended for educational use. The book is free for all to use subject to an open source license agreement. It considers numerous sources of competition policy in addition to antitrust, including those that emanate from the intellectual property laws themselves, and also related issues such as the relationship between market structure and innovation, the competitive consequences of regulatory rules governing technology competition such as net neutrality and interconnection, misuse, the first sale doctrine, and the Digital Millennium Copyright Act (DMCA). Chapters will be updated frequently. The author uses …

Competition Policy And The Patent System, Herbert J. Hovenkamp

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This book of CASES AND MATERIALS ON INNOVATION AND COMPETITION POLICY is intended for educational use. The book is free for all to use subject to an open source license agreement. It considers numerous sources of competition policy in addition to antitrust, including those that emanate from the intellectual property laws themselves, and also related issues such as the relationship between market structure and innovation, the competitive consequences of regulatory rules governing technology competition such as net neutrality and interconnection, misuse, the first sale doctrine, and the Digital Millennium Copyright Act (DMCA). Chapters will be updated frequently. The author uses …

Harm To Competition Or Innovation, Herbert J. Hovenkamp

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This book of CASES AND MATERIALS ON INNOVATION AND COMPETITION POLICY is intended for educational use. The book is free for all to use subject to an open source license agreement. It differs from IP/antitrust casebooks in that it considers numerous sources of competition policy in addition to antitrust, including those that emanate from the intellectual property laws themselves, and also related issues such as the relationship between market structure and innovation, the competitive consequences of regulatory rules governing technology competition such as net neutrality and interconnection, misuse, the first sale doctrine, and the Digital Millennium Copyright Act (DMCA). Chapters …