Intellectual Property Law Commons^™

Fading Prestige: A Comparative Analysis Of Trademark Dilution's Impact On Luxury Fashion Brands In The United States And European Union, Pravalika Surakanti

IP Theory

The paper focuses on the concept of trademark dilution in relation to luxury fashion brands in international markets. Focusing on the United States and the European Union, it will look at the different approaches these regions take and how certain holdups in dilution law affect fashion companies’ global brand protection strategies. The paper looks at the application of the Federal Trademark Dilution Act, the EU Trademark Directive, and other essential laws to their respective jurisdictions’ cases to determine the trends of trademark dilution claims. It is found that both regions provide luxury fashion houses with substantial protection; however, the European …

Patenting Ai Discoveries In Life Sciences: Overcoming Eligibility, Disclosure, And Inventorship Challenges, Dhohyung Kim, Ryan P. Hiler

IP Theory

The pharmaceutical and biotechnology industries face transformative opportunities through artificial intelligence and machine learning integration. However, these technological advances create distinct patent law complications that traditional drug development does not encounter. This article analyzes three interconnected obstacles: establishing eligible subject matter under 35 U.S.C. § 101, meeting disclosure standards under § 112(a), and determining proper inventorship when AI systems contribute substantially to claimed inventions. Drawing from recent USPTO guidance and Federal Circuit precedent, this analysis offers evidence-based strategies for patent practitioners, research scientists, and business leaders seeking robust intellectual property protection for AI-integrated pharmaceutical innovations.

Ai Can't Adlib: Theorizing An Improvisation Carveout In The Work For Hire Doctrine, Audrey Pope

IP Theory

AI-generated actors and digital replicas are an increasingly pressing concern in the filmmaking industry. While this technology is only one of the myriad ways that generative AI is set to change Hollywood, debates about its use reflect a throughline in debates about AI generally: Can this technology do a convincing, much less desirable, job of what humans have done before? This Article argues that, at least in one particular context, the answer is no. It focuses on the art of adlibbing. It explains the unique position of improvisation within copyright law and proposes one mechanism—a carveout in the work for …

Recentering Creativity In Copyright Law Discourse, Joshua Yuvaraj

IP Theory

Copyright discourse often centers around creativity; as a rationale for copyright, and as a threshold for copyright to subsist in songs, books, art and other creative works. Yet creativity remains an ethereal concept: if we do not know what it means, we cannot evaluate whether copyright law is promoting it, nor can we properly understand what it means for a work to be "creative" where that is required for copyright to subsist. An emerging strand of copyright discourse seeks to respond by examining scientific insights into the cognitive process of creativity to highlight how copyright law should be reshaped to …

Unlocking Platform Data For Research, Niva Elkin-Koren, Maayan Perel, Ohad Somech

Indiana Law Journal

Digital platforms, which control unique access points to the rich data stored on their servers, have become a “living lab” of real-time information. Scientists and researchers increasingly use platform data for various purposes, such as training machine learning (ML) systems and Natural Language Processing (NLP) models, and for studying diverse fields such as medicine, humanities, and social sciences, including the influence of digital platforms on society. However, researchers increasingly encounter significant barriers when attempting to access platform data. Although platforms typically lack proprietary rights over the data itself, they exert strong control over its use by imposing digital locks and …

Design Patent Law's Three Little Words, Mark D. Janis

Indiana Law Journal

U.S. design patent law protects the visual characteristics of articles of manufacture. For many years, major manufacturers of athletic footwear have protected their visually iconic designs with design patents, fueling a global market valued at nearly $100 billion. Today, however, shoe design has arrived in the digital universe. Digital sneakers such as Gucci’s Virtual 25 and Nike’s “Our Force Ones” can be “worn” only in virtual worlds but have substantial real world economic value. Yet U.S. design patent law makes it difficult—some would say impossible—to protect those designs, on the ground that they do not satisfy the statutory requirement for …

The Mirage Of Artificial Intelligence Terms Of Use Restrictions, Peter Henderson, Mark A. Lemley

Indiana Law Journal

Artificial intelligence (AI) model creators commonly attach restrictive terms of use to both their models and their outputs. These terms typically prohibit activities ranging from creating competing AI models to spreading disinformation. Often taken at face value, these terms are positioned by companies as key enforceable tools for preventing misuse, particularly in policy dialogs. The California AI Transparency Act even codifies this approach, mandating certain responsible use terms to accompany models.

But are these terms truly meaningful, or merely a mirage? There are myriad examples where these broad terms are regularly and repeatedly violated. Yet except for some account suspensions …

The Interaction Between Privacy Laws And Restrictive Licensing Agreements In Cross-Border Satellite Imagery, Ida Samardar

IP Theory

No abstract provided.

A Personal Interview With William Patry: His Thoughts On Music, Ai, And Copyright

IP Theory

No abstract provided.

The Vicious Patent Cycle: Addressing The Current Conflict Facing Startup Valuation And Patent Risk Through Policy Change, Karlie Hinton

IP Theory

Young, startup, and growth companies play an increasingly important role in driving innovation and economic growth, but they face distinct challenges when attempting to leverage valuable assets to secure funding and scale their ventures. The valuation of startup companies, especially those built around new technologies and corresponding intellectual property, presents a complex challenge. With limited financial history and uncertain futures, investors often turn to proxies like patents to ascribe potential value. In recent years, the practice of startups using patents to secure investment and higher valuations has become increasingly common. However, this growing reliance on patents raises important questions about …

Paternity, Protection, And Pirates: A Queer Theory Analysis Of Intellectual Property Metaphors, Eden Sarid

IP Theory

Intellectual Property and queer theory share a fundamental concern with the interplay between private and public, tangible and intangible, and language and form. Queer theory emphasizes how language impacts the construction of identity and belonging, highlighting that discourse plays a pivotal role in structuring gender, sexuality, and normativity. Intellectual Property is often portrayed as strictly neutral, laser-focused on spurring creativity and innovation. However, is this portrayal reflective of reality? And does this purported neutrality hold up in IP’s rhetoric? By examining two principal IP terminologies through a queer lens – the term “protection” to describe IP legal privilege, and the …

The Mathematics Of Regulatory Fragmentation: Understanding The Multiplicative Costs Of State-Level Platform Requirements, Amanda Reid

IP Theory

The recent wave of state-level social media regulation represents an unprecedented experiment in territorial control of digital platforms. While constitutional questions around state authority remain central to these debates, this article examines a distinct but complementary concern: the mathematical reality of how overlapping technical requirements multiply compliance burdens. These laws aim to protect youth online through technical mandates, yet they create a regulatory patchwork that generates multiplicative rather than additive costs. Following combination theory [N(N-1)/2], each new state regulation creates conflict points with existing requirements.

This article analyzes how this regulatory multiplication affects platform architecture, user experience, and safety outcomes. …

Under The Radar: The Hidden Harms Of Patent Practices In Defense Contracting, Hunter Schmittou

IP Theory

28 U.S.C. § 1498 allows the federal government and its contractors to use patented technologies without prior authorization, with the government assuming liability for infringement. While originally intended to facilitate procurement, its modern application has weakened patent protections, allowing contractors to incorporate patented innovations with minimal legal or financial consequences. This system disincentivizes private-sector investment in military technology, distorts competition, and increases procurement inefficiencies, ultimately placing the burden of infringement on taxpayers. The resulting imbalance not only stifles innovation but also entrenches reliance on a small group of dominant defense contractors, reducing technological diversity and slowing progress. Addressing these shortcomings …

Generative Ai's Copyright Enigma: A Comparative Study Of Fair Use And Fair Dealing, Taysir Awad

IP Theory

At the dawn of this decade, generative Artificial Intelligence (AI) models were at the apogee of modern science and technology. Their emergence introduced the world to a new paradigm of creativity and innovation, where machines can synthesize art, literature, and design with unprecedented sophistication, blurring the boundaries between human ingenuity and algorithmic computation. These models have the capacity to regenerate Oscar Wilde with the depiction of Ansel Adams, rewrite Harry Potter with William Shakespear’s proverbial tongue, and redesign St. Peter’s Basilica with Gothic arches, Seljuk carved stones, and an Antoni Gaudi roof architecture, relocated in the heart of New York …

"Sufficiently Distinct" Is Insufficient To Determine Design Patent Infringement, Perry Saidman

IP Theory

The “ordinary observer” test for design patent infringement essentially asks whether the patented and accused designs are “substantially the same” in overall appearance. Although courts are very skilled in listing differences between the two designs, the final infringement determination is very subjective, being based on the personal observations and feelings of the fact-finder.

In the 2008 en banc decision of Egyptian Goddess v. Swisa, the Federal Circuit abolished the “point of novelty” test that, despite its flaws, had brought some objectivity to the infringement determination. In its place, the Court in Egyptian repeatedly emphasized the need to view the …

Conjuring The Flag: The Problem Of Implied Government Endorsements, Michael Mattioli

Articles by Maurer Faculty

This Article exposes a harmful form of advertising that exploits government actions like patent issuances, FDA authorizations, and trademark registrations. By calling upon the symbolic power of such regulatory approvals—i.e., “conjuring the flag”—marketers deceive consumers, distort competition, and undermine administrative agencies. Using machine-learning techniques to analyze hundreds of ads across multiple media formats, this Article offers the first comprehensive analysis of this pervasive practice. The study reveals that it is especially prevalent in industry settings where consumers are likely to seek reassurance that a product is safe and effective. Specifically, the examples examined show that patents are mentioned frequently in …

On Copyright Utilitarianism, Patrick R. Goold, David A. Simon

Indiana Law Journal

Utilitarians typically argue that the state should grant copyright to authors only when doing so promotes utility. In recent years, however, this argument has faced three criticisms. As a normative matter, critics argue that a utilitarian copyright system is neither just nor attractive. As an epistemological matter, critics argue that society cannot ever know whether copyright promotes utility. And as an interpretive matter, critics argue that utilitarianism fails to appreciate what copyright is really all about: progress of the sciences and useful arts. And so, an increasing number of scholars conclude that copyright should be awarded, not when doing so …

Patent Term Tailoring, Sarah Rajec

Indiana Law Journal

Patent rights are designed to encourage innovation with both the promise of a patent and with its expiration. Currently, patent term lasts from issuance until twenty years from the application date, with minor exceptions. The patent term is limited so that rewards for past invention do not overly hinder future progress. Although the goal is laudable, a uniform patent term is a blunt instrument to achieve such a nuanced balance. Historically, the patent system was not averse to tailoring terms through, for example, individually granted extensions to undercompensated inventors or term curtailment when a foreign patent holder failed to “work” …

Failure To Function: A Potential New Shield Against Trademark Infringement?, Alyssa Yoshino

IP Theory

The United States Patent and Trademark Office (“USPTO”) has recently been characterized as having a “penchant” for refusing trademark registrations on the grounds of failure to function. This trend has come with commentary, both praising the doctrine’s ability to efficiently supplement the distinctiveness analysis by assessing use and criticizing the inconsistent application of the doctrine. The sources of this academic commentary, from Alexandra J. Roberts and Lucas D. Cuatrecasas, serve as the heads of two camps regarding the failure to function doctrine. The first encourages an increased application of the doctrine as a combined distinctiveness and use analysis. The second …

The Copyright Requirement Of Human Authorship For Works Containing Artificial Intelligence-Generated Content, Runhua Wang

IP Theory

The U.S. Copyright Office (the “Office”) unwaveringly refuses to register copyrights for artworks created by artificial intelligence (“AI”) systems. The prima facie reason is a lack of authorship because the U.S. copyright regime recognizes only humans as authors. However, the fundamental reason lies in the fact that legislators have not yet determined whether to grant copyrights to AI users. Despite adjustments made by the Office in response to the use of AI systems in creation, the agency’s implementation of copyright statutes suggests that it remains extremely conservative, rejecting any AI-generated content (“AIGC”) from copyright registration.

Will the copyright regime continue …

Comparative Intellectual Property & Religion, Tabrez Y. Ebrahim

IP Theory

This Article introduces religion to comparative IP scholarship and explains how faith-based considerations can enhance it. Comparative IP scholars have extensively studied different IP laws in different jurisdictions, but they seemed to suggest an erroneous view that comparative IP and religion are like two parallel lines without intersection. Building on these scholars’ work, this Article discusses religion’s role in fostering a new vehicle for discussion and a new normative lens with the aim of ascertaining the existence and extent of religion in legal systems, serving as part of the comparison methodology between legal systems with potential for influencing the policy …

Direct To Consumer Or Direct To All: Home Dna Tests And Lack Of Privacy Regulations In The United States, Karen J. Kukla

IP Theory

Although the U.S. has some measures of privacy protection for genetic data, the lack of a comprehensive approach to protecting direct-to-consumer genetic testing results in privacy violations for both consumers and their relatives. This essay explores the critical need for the U.S. government to address these privacy violations and argues that the U.S. should approach the problem and strategize a solution similar to the European Union’s (EU) General Data Protection Regulation (GDPR). Part I identifies current United States law, both federal and state regulations that address DTC-GT and genetic privacy. Part II examines the lack of regulation surrounding current DTC-GT …

A Closer Look At The "Eye" Test: The British Influence On Early American Design Patent Infringement Law, Mark D. Janis

IP Theory

The Supreme Court has asserted that “[t]he Patent Clause in our Constitution ‘was written against the backdrop’ of the English system.” That notion has a long lineage. In 1818, the author of an anonymous “Note on the Patent Laws,” widely assumed to be Justice Story, claimed that “[t]he patent acts of the United States are, in a great degree, founded on the principles and usages which have grown out of the English statute on the same subject.”

But these generalizations significantly overstate—and oversimplify—the influence of British law on the nascent American jurisprudence of patents. Early American jurists felt no reluctance …

What's Not Natural Phenomena? Let's Consider A Three-Step Innovative Concept Test For Composition Of Matter Claims, Sydney Hancock

IP Theory

Biotechnology innovation is rapidly growing, especially in the realm of biotech. This growth leads to questions about patent subject matter eligibility of natural phenomena. For example, currently the human genome and microbiome are being extensively studied, bacteriophages are being edited, animals are being cloned, and CRISPR is widespread. Additionally, composition of matter patent claims give the most protection to patent holders. Therefore, knowing when a natural phenomenon veers into human innovation is important for courts, lawyers, and innovators in the era of biotechnology and genetic engineering.

Part I discusses the history of Supreme Court cases on natural phenomena subject matter …

Taxation Of Intellectual Property Litigation, Chitra A. Ram

IP Theory

In the field of intellectual property law, few attorneys consider the tax implications of legal proceedings prior to undertaking litigation. In studying the interdisciplinary space between intellectual property law, litigation, and taxation practices, this Article hopes to further expand existing research on the scope and incentives behind intellectual property protection in the United States, the policies underlying the system of federal income taxation adopted by the United States, and the precedents upheld by courts in deciding matters at the nexus of intellectual property litigation costs, expenses, and taxation.

Evaluating Copyright Protection In The Data-Driven Era: Centering On Motion Picture's Past And Future, Chieh-Li Pai

Maurer Theses and Dissertations

Since the 1910s, Hollywood has measured audience preferences with rough industry-created methods. In the 1940s, scientific audience research led by George Gallup started to conduct film audience surveys with traditional statistical and psychological methods. However, the quantity, quality, and speed were limited. Things dramatically changed in the internet age. The prevalence of digital data increases the instantaneousness, convenience, width, and depth of collecting audience and content data. Advanced data and AI technologies have also allowed machines to provide filmmakers with ideas or even make human-like expressions. This brings new copyright challenges in the data-driven era.

Massive amounts of text and …

Fair’S Fair: How Public Benefit Considerations In The Fair Use Doctrine Can Patch Bias In Artificial Intelligence Systems, Patrick K. Lin

Indiana Journal of Law and Social Equality

The impact of artificial intelligence (AI) expands relentlessly despite well documented examples of bias in AI systems, from facial recognition failing to differentiate between darker-skinned faces to hiring tools discriminating against female candidates. These biases can be introduced to AI systems in a variety of ways; however, a major source of bias is found in training datasets, the collection of images, text, audio, or information used to build and train AI systems. This Article first grapples with the pressure copyright law exerts on AI developers and researchers to use biased training data to build algorithms, focusing on the potential risk …

Protection And Prevention: The Shortcomings Of U.S. Copyright Law In Combatting Cultural Appropriation In The Fashion Industry, Luke E. Steffe

IP Theory

American fashion represents an eclectic patchwork of diverse experiences and ideas; however, drawing upon Indigenous communities’ cultural identities and sacred traditions can easily cross the line between inspiration and appropriation. In reality, designs derived from culturally significant symbols, which have been stolen from Indigenous communities and stripped of their meaning, flood the American market. From runway shows to sports teams’ mascots to undergarment designs, these manifestations of cultural appropriation occur legally under the existing U.S. copyright regime, and adaptations to the current, Westernized system of intellectual property (IP) rights must integrate Indigenous perceptions of communal ownership with respect to their …

The Social Value Of Intellectual Property, Alina Ng Boyte

IP Theory

No abstract provided.

Fair Use Failing The First Amendment? How The Parody And Satire Dichotomy May Be Stunting Political Discourse, Megan L. Wheeler

IP Theory

The First Amendment, in certain circumstances, is used as a defense to “protect[] satire and parody as a form of free speech and expression.”2 When it comes to jokes, “[q]uestions . . . have arisen in case law [pertaining to satire typically] concerning libel, emotional distress and copyright infringement.”3 Further, in a right of publicity claim, “[t]he First Amendment clearly protects all but the most intrusive coverage of news, or details of a person’s private life, such as are reported in the tabloid press or talk shows.”4 This demonstrates that humor and satire have a close relationship with the First …