Science and Technology Law Commons^™

Bridging The Digital Divide: The Role Of Evolving Space Law In Ensuring Equitable Access And Ethical Use Of Climate Data, Caitlin B. Riordan

Indiana Journal of Law and Social Equality

No abstract provided.

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 …

Shifting Structural Power: The Tech Energy Transition, Amy L. Stein

Indiana Law Journal

For the first time in over a decade, flat and stagnant electricity demand is expected to skyrocket. This increased demand is driven in large part by data centers that support artificial intelligence, crypto mining, and cloud computing. This is straining the electric grid, its stakeholders, and legal constructs in significant ways. Legal energy scholarship has spent the last fifteen years focused on the challenges of managing an electric grid transitioning to clean energy, in a world where privately owned electric utilities maintain powerful monopolies across the country. But there are no accounts of how the balance of power in this …

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 …

Professor Cindy Williams Joins Global Future Councils At The World Economic Forum In Dubai, Maurer School Of Law - Indiana University

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

Indiana University Maurer School of Law Professor Cindy Williams is representing the school this week at the World Economic Forum’s Global Future Councils (GFC) Annual Meeting in Dubai.

As a member of the GFC on Climate Change and Nature Loss, Professor Williams is contributing to discussions that frame environmental challenges as key financial risks and opportunities for companies. Her work focuses on how innovative finance can be harnessed to restore nature and build economic resilience worldwide.

Breaking The Echo Chamber: Market Failures In The Social Media Information Market And The Need For Reform, Aleco M. Hamrick

Indiana Law Journal

Traditionally, the information market is centrally controlled. Once information consumption transitioned from the physical world to the digital world, the barrier of entry to the information dissemination market was reduced from printing presses and distribution networks to a smartphone and an internet connection. Ostensibly anyone can distribute any idea at any time. This strains the traditional information governance model that has dominated the information market for centuries; where epistemic authorities once controlled both the streams of information and the kinds of information that entered them, now social media companies exert limited control over information streams and no control over what …

Foreword, Mark D. Janis, Jennifer D. Oliva, Alivia D. Benedict

Indiana Law Journal

In this issue we are delighted to present papers from the symposium “Law and Technology at the Crossroads: A Centennial Summit,” held in Bloomington in November 2024. The symposium originated from the collaborative efforts of the Indiana University Maurer School of Law’s law and technology faculty and the Indiana Law Journal’s editorial board, notably 2023–2024 Editor-in-Chief John Vastag and 2024–2025 Executive Articles & Symposium Editor Paige Wynkoop. The Maurer School of Law’s Center for Intellectual Property Research provided funding, as did Indiana University through its Research Conference Grant Program. Indiana University’s Ostrom Workshop and the Luddy School of Informatics, Computing, …

Multiplicity As An Ai Governance Principle, Michal Shur-Ofry

Indiana Law Journal

As AI becomes increasingly embedded in our daily lives, this Article explores one of its critical, yet overlooked, societal implications: the propensity of large language models (LLMs) to generate mainstream, standardized content, potentially narrowing their users’ worldviews.

Taking a close look at the technological underpinnings of LLMs, the analysis suggests that—due to the combination of human judgments, training datasets, and inherent features of the underlying technological paradigm—LLMs’ outputs are likely to be geared toward the popular and to project to their users concentrated, mainstream worldviews, sidelining a broader spectrum of perspectives. This Article explores the asymmetrical power relations between LLMs …

Unpacking Open Source Bio, Jorge L. Contreras

Indiana Law Journal

For at least a quarter of a century, life science researchers around the world have undertaken initiatives loosely based on principles, goals, and institutional structures derived from the open source software (OSS) movement—approaches that I term “open source bio.” Yet open source bio lacks a clear definition and set of guiding principles. Given public calls for greater openness in life science research, it is useful to understand how open source bio projects have fared over the past quarter century: how they were structured, what they hoped to achieve, and, as social and policy experiments, whether or not they were successful. …

Discord And The Pentagon's Watchdog: Countering Extremism In The U.S. Military, Amy Gaudion

Indiana Law Journal

In his 2022 book, Ward Farnsworth crafts a metaphor from the lead-pipe theory for the fall of Rome to consider how rage and misinformation traveling through today’s technology-enabled pipes are poisoning our civic engagement and threatening our governmental structures: “We have built networks for the delivery of information––the internet, and especially social media. These networks too, are a marvel. But they also carry a kind of poison with them. The mind fed from those sources learns to subsist happily on quick reactions, easy certainties, one-liners, and rage.”1 This Article carries the metaphor into a new context and considers what should …

On Software Bugs And Legal Bugs: Product Liability In The Age Of Code, Asaf Lubin

Indiana Law Journal

Despite software’s ubiquity in modern life, its classification within product liability law remains unsettled. Is software a product, a service, a good, a component, a medium, a force, or something else altogether? Under the Restatement (Third) of Torts, a product is defined as a “tangible personal property distributed commercially for use or consumption.” But has this definition been embraced by states? And how has it been applied in the courts, since its adoption some twenty-six years ago?

Through a fifty-state survey and the canvassing of all relevant case law, this Essay reveals widespread doctrinal inconsistencies within the common law. Some …

Defragging Ownership: How Corporations Sliced, Diced, And Sold The Bundle, Joao Marinotti

Indiana Law Journal

Personal property ownership is in a precarious state, facing structural, economic, and legal assaults. As a result, the autonomy, security, and privacy that ownership once protected have been displaced by a tenuous reliance on opaque contractual arrangements and corporate goodwill. Owners no longer enjoy the unfettered right to access, use, and control their personal property. Through a range of seemingly unrelated business practices, companies have leveraged their growing power to disaggregate the property bundle into compartmentalized rights and privileges, which can then be individually licensed, leased, restricted, or even revoked. Purchases no longer mark the end of buyer-seller relationships; instead, …

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 …

Moving Slow And Fixing Things, Scott Shackelford, Janine Hiller, Christos Makridis, Iain Nash, Kathryn Kisska-Schulze, Hannibal Travis

Indiana Law Journal

Silicon Valley, and the U.S. tech sector more broadly, have changed the world in part by embracing a “move fast and break things” mentality popularized by Mark Zuckerberg. While it is true that the tech sector has attempted to break with such a reactive and flippant response to security concerns, including at Microsoft itself through its Security Development Lifecycle, cyberattacks continue at an alarming rate. As a result, there are growing calls from regulators around the world to change the risk equation. An example is the 2023 U.S. National Cybersecurity Strategy, which argues that “[w]e must hold the stewards of …

Dark Patterns As Disloyal Design, Johanna Gunawan, Woodrow Hartzog, Neil Richards, David Choffnes, Christo Wilson

Indiana Law Journal

Lawmakers have started to regulate “dark patterns,” understood to be design practices meant to influence technology users’ decisions through manipulative or deceptive means. Most agree that dark patterns are undesirable, but open questions remain as to which design choices should be subjected to scrutiny, much less the best way to regulate them.

In this Article, we propose adapting the concept of dark patterns to better fit legal frameworks. Critics allege that the legal conceptualizations of dark patterns are overbroad, impractical, and counterproductive. We argue that law and policy conceptualizations of dark patterns suffer from three deficiencies: First, dark patterns lack …

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 …

Can Ai, As Such, Invade Your Privacy? An Experimental Study Of The Social Element Of Surveillance, Aileen Nielsen

Indiana Law Journal

The increasing use of AI rather than human surveillance puts pressure on two long-used cultural and (sometimes) legal distinctions: as between human and machine observers and as between content and metadata. Machines do more and more watching through advancing technology, rendering AI a plausible replacement for humans in surveillance tasks. Further, machines can commit to surveil only certain forms of information in a way that humans cannot, rendering the distinction between content and metadata increasingly relevant too for crafting privacy law and policy. Yet despite the increasing importance of these distinctions, their legal importance remains in four key domains of …

Ninth Amendment Neurorights, Joseph A. Tomain

Indiana Law Journal

Neurotechnology developments threaten two fundamental human rights: freedom of thought and mental privacy. For example, neuroscientists use brain scans to decode unspoken thoughts and to predict political ideology and sexual orientation. Additionally, they have successfully implanted false memories in the minds of mice. There are undoubtedly beneficial uses of this dual-use technology, such as identifying and treating a variety of medical conditions. But left unchecked, neurotechnology will be exploited by public and private actors alike. There is a growing and contested literature about how the law should respond to the increasing risks of neurotechnology. This Essay contributes to that literature …

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 Overstated Cost Of Ai Fairness In Criminal Justice, Ignacio Cofone, Warut Khern-Am-Nuai

Indiana Law Journal

The dominant critique of algorithmic fairness in AI decision-making, particularly in criminal justice, is that increasing fairness reduces the accuracy of predictions, thereby imposing a cost on society. This Article challenges that assumption by empirically analyzing the COMPAS algorithm, a widely used and widely discussed risk assessment tool in the U.S. criminal justice system.

This Article makes two contributions. First, it demonstrates that widely used AI models do more than replicate existing biases—they exacerbate them. Using causal inference methods, we show that racial bias is not only present in the COMPAS dataset but also worsened by AI models such as …

Regulating Healthcare Coverage Algorithms, Jennifer D. Oliva

Indiana Law Journal

American healthcare facilities and providers increasingly rely on algorithmic tools to support clinical decision-making, standards of care, and institutional practices related to patient diagnosis and treatment. This development has been characterized as both “promising” and “peril[ous].” Healthcare algorithms are intended to improve and standardize healthcare decision-making, but they also are capable of exacerbating bias and discrimination and, thus, contributing to the delivery of inequitable care for already disadvantaged groups.

Dean's Desk: Finding New Ways To Help Diminish Cybersecurity Threats, Christiana Ochoa

Christiana Ochoa (7/22-10/22 Acting; 11/2022-)

In an era when cyberattacks can paralyze hospitals, disrupt elections, and compromise the privacy of millions, the need for innovative cybersecurity and privacy protections has never been more urgent. But it is not just a question of new technologies; strong data protection depends as much on motivating people and organizations to use those technologies and make wise choices to diminish data risk.

The Indiana University Maurer School of Law has spent more than 30 years answering cybersecurity and privacy challenges with a distinctive, holistic approach: an interdisciplinary, human-centered legal education that equips students to lead at the intersection of technology, …

Genetic Privacy, Ifeoma Ajunwa, Forrest Briscoe

Indiana Law Journal

The last decade has brought many technological advances to genetic testing. Increasingly, genetic testing, which was previously reserved for clinical or medical settings, has made its way to other spaces. Most significantly, we are now seeing the re-introduction of genetic testing to the workplace. Although the Genetic Information Nondiscrimination Act (GINA), which became law in 2009, would seemingly prohibit genetic testing in the workplace, genetic testing, as part of workplace wellness programs, is lawful under the aegis of the Affordable Care Act (ACA). This poses a threat to genetic privacy in the workplace. While some, like the actor Angelina Jolie, …

Public-Private Partnerships After Murthy V. Missouri, Danielle Keats Citron, Jeff Stautberg

Indiana Law Journal

This Essay considers the future of public-private collaboration in the wake of the Murthy v. Missouri litigation, which cast doubt on the constitutionality of information sharing between federal agencies and social media companies. The litigation has been a good and a bad teacher. On one hand, the lower court decisions made legible the risks to free expression, accountability, transparency, and intimate privacy posed by government-industry collaborations. On the other hand, the litigation chilled information sharing between federal agencies, state election officials, and social media companies at the moment that such collaboration could and should help protect against foreign malign influence …

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 …