Science and Technology Law Commons^™

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 …

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.

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 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 …

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 …

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 …

Floating Liens Over Crypto-In-Commerce, Christopher K. Odinet, Andrea Tosato

Indiana Law Journal

Commercial law and crypto are colliding. Against the backdrop of explosive growth (and discord) in the digital asset market, there has been a series of recent revisions to American commercial law aimed at addressing new and emerging technologies. These changes to the Uniform Commercial Code (UCC) are designed to facilitate the buying and selling of digital assets as well as their use as collateral. However, to date, the literature exploring these changes has mainly focused on understanding the basics of the new regime. This Essay moves beyond that baseline by showing how the UCC amendments can be used to structure …

Trust The Science But Do Your Research: A Comment On The Unfortunate Revival Of The Progressive Case For The Administrative State, Mark Tushnet

Indiana Law Journal

This Article offers a critique of one Progressive argument for the administrative state, that it would base policies on what disinterested scientific inquiries showed would best advance the public good and flexibly respond to rapidly changing technological, economic, and social conditions. The critique draws on recent scholarship in the field of Science and Technology Studies, which argues that what counts as a scientific fact is the product of complex social, political, and other processes. The critique is deployed in an analysis of the responses of the U.S. Centers for Disease Control and Food and Drug Administration to some important aspects …

Layered Fiduciaries In The Information Age, Zhaoyi Li

Indiana Law Journal

Technology companies such as Facebook have long been criticized for abusing customers’ personal information and monetizing user data in a manner contrary to customer expectations. Some commentators suggest fiduciary law could be used to restrict how these companies use their customers’ data.1 Under this framework, a new member of the fiduciary family called the “information fiduciary” was born. The concept of an information fiduciary is that a company providing network services to “collect, analyze, use, sell, and distribute personal information” owes customers and end-users a fiduciary duty to use the collected data to promote their interests, thereby assuming fiduciary liability …

On Warrants & Waiting: Electronic Warrants & The Fourth Amendment, Tracy Hresko Pearl

Indiana Law Journal

Police use of electronic warrant (“e-warrant”) technology has increased significantly in recent years. E-warrant technology allows law enforcement to submit, and magistrate judges to review and approve, warrant applications on computers, smartphones, and tablets, often without any direct communication. Police officers report that they favor e-warrants over their traditional, paper counterparts because they save officers a significant amount of time in applying for warrants by eliminating the need to appear in-person before a magistrate. Legal scholars have almost uniformly praised e-warrant technology as well, arguing that use of these systems will increase the number of warrants issued throughout the United …

Vicarious Liability For Ai, Mihailis E. Diamantis

Indiana Law Journal

When an algorithm harms someone—say by discriminating against her, exposing her personal data, or buying her stock using inside information—who should pay? If that harm is criminal, who deserves punishment? In ordinary cases, when A harms B, the first step in the liability analysis turns on what sort of thing A is. If A is a natural phenomenon, like a typhoon or mudslide, B pays, and no one is punished. If A is a person, then A might be liable for damages and sanction. The trouble with algorithms is that neither paradigm fits. Algorithms are trainable artifacts with “off” switches, …