Science and Technology Law Commons^™

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 …

Facial Recognition Technology And The First Amendment, Joseph A. Tomain

Articles by Maurer Faculty

The growing ubiquity of facial recognition technology (FRT) is a problem. While much has been written on harmful government use of FRT, little has been written regarding harmful private actor use. This Article helps fill a gap in the literature by providing a detailed analysis of the First Amendment interests at stake when private actors use FRT. Specifically, this Article analyzes whether laws that limit the use of publicly available photographs to create faceprints for inclusion in FRT databases violate the First Amendment rights of private actors.

In May 2025, a multidistrict litigation against Clearview AI, an FRT company, offered …

Legal Implications Of Digital Health Apps Informing Food Allergy Labeling For Consumers' Health And Privacy Protection, Kathy Keunghee Kim

Maurer Theses and Dissertations

This dissertation examines food allergy labeling’s use in a digital format. Allergy information is typically found on food packaging and containers to help consumers identify individually concerned allergens. Given the critical role that food allergy labels play in preventing unexpected allergic reactions before selecting or consuming food, it is essential to comprehend the labeling descriptions. However, current regulations and laws regarding allergy labeling often confuse consumers due to the existence of mandatory and voluntary Precautionary Allergy Labeling (PAL) categories and the absence of laws and regulations that require allergy information for restaurant meals. Technology companies have introduced digital health and …

Information Accountability Foundation Names Two Maurer Faculty To Leadership Positions, James Owsley Boyd

Keep Up With the Latest News from the Law School (blog)

he Information Accountability Foundation (IAF) has appointed two Indiana University Maurer School of Law faculty to lead the organization.

Fred H. Cate, a distinguished professor and C. Ben Dutton Professor of Law, was named the nonprofit think tank’s new executive director, while Stan Crosley, an adjunct faculty member and 1994 graduate of the Law School, was appointed chief policy strategist.

Founded in 2013, the IAF works with global regulators and industry executives to promote organizational accountability, data stewardship, and data ethics. Its mission is to help regulators and responsible companies better understand the challenges around Artificial Intelligence and data governance …

The Future Of Work In The Era Of Ai, Orly Lobel

Indiana Law Journal

Artificial intelligence (AI) is revolutionizing both work itself and the processes of employment—hiring, recruitment, evaluation, compensation, performance analysis, retention, and job mobility. This Essay, based upon the 2024 Indiana Law Journal annual William R. Stewart Lecture, examines the effects of AI on work and argues for a holistic approach that harnesses the benefits of automation while addressing the inevitable systemic changes that AI is rapidly bringing to the labor market. The Essay examines two industries in which AI is already changing labor market demands: trucking and the performing arts. The Essay argues that while the automation can often increase efficiency …

Selling Surveillance, Asaf Lubin

Articles by Maurer Faculty

Almost everything we do on the Internet is achieved through Internet-connected devices, such as smartphones and laptops. This reality has produced a new sprawling industry of commercial spyware corporations: a vast network of companies specializing in selling security vulnerabilities in the very devices we all use. These companies provide clients with tools and services for unauthorized access and surveillance. Investigative reporting has unearthed the scope and nature of the systematic abuses produced by these technologies. Around the world, government actors rely on spyware to target human rights activists, journalists, and dissidents with almost no accountability.

Spyware companies have long defended …

The Rights Of Donor-Conceived Persons In Colorado: America's First Foray Into Abolishing Anonymous Gamete Donation, Madeline Ash

Indiana Law Journal

On May 31, 2022, Colorado became the first state in the country to ban anonymous gamete (i.e., sperm and egg) donation through the enactment of the Donor- Conceived Persons and Families of Donor-Conceived Persons Protection Act. By 2043, donor-conceived Coloradans over the age of eighteen will gain access to the donor’s identifying information, such as the donor’s full name and permanent address, as well as their medical history. However, this newfound right to information also imposes heightened obligations on donor gamete agencies to obtain and track the data from their donors. Given the novelty of such legislation in the United …

The Criminal Metaverse, Eldar Haber

Indiana Law Journal

Virtual worlds are no longer science fiction. New technologies that promise a world lacking physical or mental boundaries are finally becoming a reality. Commonly referred to as the metaverse, this innovative technology opens a world of opportunities for individuals everywhere to experience an almost unlimited virtual dimension where they can play, work, own property, engage in sexual activities, and fulfill their dreams. Unlike previous virtual worlds, the metaverse could be a gamechanger as it offers an immersive experience. It feels authentic to the users and will become even more realistic with advancements in haptic technology. With its benefits, the technology …

A Theory Of Genetic Dimensions In The Law, Yaniv Heled, Liza Vertinsky, Ana Santos Rutschman

Indiana Law Journal

Since the biotechnology revolution of the 1970s, genetic science and genetic technology have captured the public imagination. They have become a centerpiece of how we understand ourselves, our relationship with other humans, other living beings, our environment, and—indeed—with the universe. Through this evolution of understanding, genetic phenomena have acquired many meanings, some rooted in objective reality and others subjective and dependent on individual perceptions and sentiments.

However, legal decision-making and policymaking have not kept pace and reflect only a partial understanding of the multiple dimensions of genetic phenomena, which are forced into narrowing legal pathways, neglecting vital interests. As the …

Framing Online Speech Governance As An Algorithmic Accountability Issue, Mehtab Khan

Indiana Law Journal

Automated tools used in online speech governance are prone to errors on a large-scale yet widely used. Legal and policy responses have largely focused on case-by-case evaluations of these errors, instead of an examination of the development process of the tools. Moreover, information on the internet is no longer simply generated by users, but also by sophisticated language tools like ChatGPT, that are going to pose a challenge to speech governance. Yet, legal and policy measures have not responded adequately to AI tools becoming more dynamic and impactful. In order to address the challenges posed by algorithmic content governance, I …

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 …

Maurer Environmental Law Expert Is Lead Author On Science Insights Policy Forum Article, James Owsley Boyd

Keep Up With the Latest News from the Law School (blog)

Environmental champions and conservationists will mark the 50th anniversary of the Endangered Species Act later this month. That is the law requiring federal agencies to use all methods necessary to prevent extinctions and ensure that federal actions not jeopardize the continued existence of species on the brink of disappearing from the face of the Earth.

In the leadup to the December 27th anniversary, several publications have begun examining the Act’s history and impact over five decades.

Science, the world’s third-most influential scholarly journal based on Google Scholar citations, invited experts from around the country to look ahead as well …

Research On Renewable Energy Project Opposition Selected For Environmental Law And Policy Annual Review Award, James Owsley Boyd

Keep Up With the Latest News from the Law School (blog)

A publication co-authored by Indiana University Maurer School of Law Dean Christiana Ochoa and 2021 Law School alumna Kacey Cook has been selected to appear in the 17th edition of the Environmental Law and Policy Annual Review.

“Deals in the Heartland: Renewable Energy Projects, Local Resistance, and How Law Can Help” was authored by Ochoa, Cook, and University of Minnesota Law School third-year student Hanna Weil and was published in January 2023 in the Minnesota Law Review.

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.

Cyber Plungers: Colonial Pipeline And The Case For An Omnibus Cybersecurity Legislation, Asaf Lubin

Articles by Maurer Faculty

The May 2021 ransomware attack on Colonial Pipeline was a wake-up call for a federal administration slow to realize the dangers that cybersecurity threats pose to our critical national infrastructure. The attack forced hundreds of thousands of Americans along the east coast to stand in endless lines for gas, spiking both prices and public fears. These stressors on our economy and supply chains triggered emergency proclamations in four states, including Georgia. That a single cyberattack could lead to a national emergency of this magnitude was seen by many as proof of even more crippling threats to come. Executive Director of …

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 …

Encouraging Public Access To Pharmaceuticals Through Modified Protection Of Clinical Trial Data, Scott M. Nolan Ii

IP Theory

Part I of this Article investigates the development of pharmaceuticals and clinical trial data with a focus on patent and data protection. Part II evaluates the effects of protection and the challenges it poses to widespread public pharmaceutical access. Part III discusses two scholarly approaches to the public access issue that focus on clinical data protection and their associated challenges. In light of these scholarly works, Part IV suggests a new approach to clinical trial data protection that aims to improve public pharmaceutical access while maintaining the incentives to invent for drug developers.

Patenting Genetic Information, David S. Olson, Fabrizio Ducci

Indiana Law Journal

The U.S. biotechnology industry got its start and grew to maturity over roughly three decades, beginning in the 1980s. During this period genes were patentable, and many gene patents were granted. University researchers performed basic research— often funded by the government—and then patented the genes they discovered with the encouragement of the Bayh-Dole Act, which sought to encourage practical applications of basic research by allowing patents on federally funded inventions and discoveries. At that time, when a researcher discovered the function of a gene, she could patent it such that no one else could work with that gene in the …

The Constitution Commandeth: Thou Shalt Not Protect The Same Subject Matter Under Design Patent And Trade Dress Laws, Kenneth B. Germain, Louis H. Sitler

IP Theory

For many years and still currently, it has been assumed—and even expressly asserted—that it is perfectly permissible to “stack” various legal theories (concurrently or consecutively) to protect nonfunctional “designs” for products. This is despite infrequent but cogent arguments that the available theories, notably design patents and product design trade dress—both of which are based upon federal statutes—are not Constitutionally compatible due to at least the concept of Superfluity. The authors of this article carefully examine the origin, nature, and meaning of these two types of IP protections in the context of their two Constitutional bases—the Patent/Copyright Clause and the Commerce …