Science and Technology Law Commons^™

From Privacy To The Data Economy: The Ftc’S Reframing Of Its Regulatory Priorities, Maria P. Angel

Scholarly Works

This Article argues that the Federal Trade Commission’s turn to “commercial surveillance” reflects a strategic shift away from traditional privacy frameworks toward addressing structural power dynamics in the data economy. Drawing on an analysis of 112 FTC documents, it identifies three core commitments: tackling systemic harms, adopting a political economy lens, and constraining corporate power. The Article contends that this reframing is both necessary in the AI age and should influence the future of privacy regulation in the United States, even amid efforts to limit the FTC’s authority.

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 …

State Ai Therapy Regulations – Analyzing The Illinois Wellness And Oversight For Psychological Resources Act, Natalie Browne

SMU Science and Technology Law Review

According to the Harvard Business Review, the top use case for generative artificial intelligence (AI) in 2025 was therapy and companionship. Accordingly, numerous “therapy-specific” AI tools have hit the market in recent years, vying to fill this growing need. However, individuals are also turning to generic large language models (LLMs), such as ChatGPT, to express their deepest anxieties, seek reassurance, and gather advice. While tech optimists assert that AI therapy tools will extend mental health treatment in care deserts, attention-grabbing headlines about such use cases have shattered communities and shocked legislatures. To address growing concerns about AI therapy, Illinois enacted …

Beyond Hipaa: The Ftc’S Expanding Role In Digital Health Privacy Enforcement, Sandhya Srinivasa

SMU Science and Technology Law Review

Consumer digital health platforms have become an increasingly prominent feature of modern health care, collecting and storing sensitive health information directly from users. Yet most of these applications operate outside the scope of the Health Insurance Portability and Accountability Act (HIPAA), creating a significant regulatory gap in the protection of personal health data. This case note examines how the Federal Trade Commission (FTC) has stepped into that gap by leveraging Section 5 of the FTC Act and the Health Breach Notification Rule (HBNR) to police privacy and data security practices among non-HIPAA-covered digital health platforms. Focusing on three landmark enforcement …

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 …

Regulating Drone Delivery Networks, Ramsay Eyre

Journal of Law and Mobility

For over a decade, drone delivery has been heralded as the next frontier of commercial transportation and logistics. However, drone delivery companies have been unable to scale their operations. Part of the problem, from the perspective of the companies invested in drone delivery, were federal regulations that in effect prohibited drones from making deliveries. In 2025, following years of effort by industry and allies in Congress to create new rules governing drones, the second Trump Administration proposed a new set of drone regulations pursuant to the FAA Reauthorization Act of 2024. These rules are intended to significantly expand the number …

The New Legal Tender Debate: Surveying State-Level Attempts To Regulate Central Bank Digital Currencies, Jacob Gerszten

Michigan Technology Law Review

This Note explores the growing wave of state-level legislation aimed at regulating Central Bank Digital Currencies (CBDCs). CBDCs, digital forms of central bank-issued money, have sparked intense political debates between proponents who see them as the logical next development in monetary technology and critics who perceive them as threats to privacy and financial system stability. Although a widely available CBDC appears unlikely without Congressional authorization, sixteen states have enacted laws designed to preempt its development, with more statutes likely to follow. These state statutes employ various legal mechanisms, including redefining terms in the Uniform Commercial Code, prohibiting CBDC-related payments to …

The Hard Law-Soft Law Nexus: Autonomous Vehicles As A Case Study, Gary Marchant, Chase Martins, Vrinda Gupta

Journal of Law and Mobility

The technology governance debate often focuses on the dichotomy of hard law versus soft law as competing models. Both hard law and soft law have their strengths and weaknesses. But framing soft law versus hard law as a dichotomous choice is often unrealistic—every technology will be governed by a mix of hard law and soft law. So, the more realistic questions are where hard law works best and where soft law succeeds, and how these two types of governance interact and integrate. After reviewing the strengths and weaknesses of hard law and soft law, this Article identifies six different hybrid …

Contracting For Innovation In The Global South: Empirical Evidence From Brazil, Pablo Marcello Baquero

FIU Law Review

As innovation cycles accelerate, companies seeking to remain at the forefront of the knowledge economy increasingly partner with sophisticated firms to co-create innovation. These collaborations involving pervasive uncertainty are structured through hybrid contractual arrangements that combine features of market-based independence with those of the close coordination typical of the firm. To date, contracting for innovation has been examined primarily in the context of the Global North. In the United States, the literature has focused on the governance mechanisms that parties employ to continuously define their obligations and mitigate opportunism amid profound uncertainty. In Europe, scholarship on contractual networks or organizational …

The Deepfake Dilemma: Fake Images, Real Victims, And The Legal Void In Addressing Non-Consensual Deepfake Pornography, Elizabeth A. Safaryn

William & Mary Journal of Race, Gender, and Social Justice

This Note evaluates the various legal remedies available to victims of non-consensual deepfake pornography. As deepfakes are a relatively new but rapidly advancing technology, it is difficult for the law to keep up with the mass creation and distribution of AI-generated images on the Internet. With the competing interest of constitutionally protected speech, current deepfake laws fail to address non-consensual intimate image sharing (NCII) explicitly and lack the necessary deterrent effect to curb their proliferation. With an initial background on deepfakes and machine learning, this Note then explores the strained relationship between the First Amendment and the available civil remedies …

Striving To Thrive: Balancing Digital Health Innovation And Patient Protection Under Thailand’S Legal Framework, Thidarat Liamsomboon

Theses and Dissertations

The digitalization of health care has fundamentally transformed how health care services are accessed, delivered, and experienced worldwide. Telemedicine, artificial intelligence–assisted diagnostics, electronic health records, wearables, and mobile health applications are no longer novelties, but have become a substantial part of a modern clinical practice. Although these technologies offer great prospects for making health care more accessible, reducing administrative burden, and improving the quality of care, they also pose significant legal and regulatory challenges. The rate of technological development has far outpaced Thailand’s existing legal frameworks for regulating medical practice, professional accountability, and patient protection. This regulatory “lag” has generated …

Accounting For Spatial Effects And Social Norms In Making Algorithmic Law: Insights From And Applications In Urban Mobility, Jingkang Gao

Journal of Law and Mobility

This Article examines a prominent idea in the law and technology literature: that algorithms and big data can be used to make law dynamic and personalized. As currently envisioned by legal scholars, “algorithmic law” entails laws that adjust in real time to changing conditions and vary across individuals, improving welfare by tailoring legal rules and standards to personal characteristics.

This Article argues that this vision of algorithmic law is incomplete—and often counterproductive. Existing proposals treat personalization as a function of individual attributes alone, overlooking the fact that effects of individual behavior are fundamentally interactive. Individual behavior is shaped by spatial …

Copyright Eligibility For Ai Works Under United States Law, Roger V. Skalbeck

Law Faculty Publications

This article examines copyright eligibility for works that incorporate generative AI elements under United States law, explaining that such works may be protected only to the extent they contain human-authored expression.  This expression can appear as creative selection, arrangement, editing, or other expressive contributions, while unedited or autonomously generated AI output is not copyrightable. The article highlights how the U.S. Copyright Office’s registration and review system, through disclosure requirements, refusals, and public registration records, creates meaningful evidence about boundaries of copyright protection for AI-assisted works. The article contrasts this U.S. registration framework with other legal systems, including European jurisdictions such …

Hacking With Uncle Sam: Imagining A Public-Private Partnership For Active Cyber Defense, Jonathan Coleman

Catholic University Journal of Law and Technology

Federal law makes no distinction between "good" and "bad" hackers—the Computer Fraud and Abuse Act criminalizes hacking by a private citizen in any form. While an anti-hacking statute is necessary to deter and punish cybercrime, the current law prohibits private entities from "hacking back" or, more precisely, from engaging in active defensive measures in response to a cyberattack. If these measures were legalized, they could allow private entities to assist law enforcement and reduce the financial and reputational costs of a cyber incident. Absent a change in the law, private entities are dependent on law enforcement to provide active cyber …

How To Apply Hertz Corp. V. Friend In The Age Of Remote Work, John Andrikos

Catholic University Journal of Law and Technology

The widespread adoption of remote work in the United States has strained the workability of the nerve center test of Hertz Corp. v. Friend. This comment analyzes how federal courts have applied the nerve center test to fact patterns involving partially or fully remote corporations. Further, it proposes a novel solution to this jurisdictional problem: the Key Person Test.

Inconsistencies At The International Trade Commission And The United States Federal District Courts, Christine Dedoulis

Catholic University Journal of Law and Technology

This article will analyze Section 337 of the Tariff Act of 1930, under which the International Trade Commission (Commission) conducts unfair import investigations, as it applies to patent infringement cases. Further, this article will explore different outcomes regarding parallel litigation at the Commission and District Courts, including what remedies are available and the effect of duplicative and inconsistent determinations on the patentee. In light of these comparisons, this article will provide suggestions on how to minimize inconsistencies between the Commission and District Courts, with particular emphasis on determining if some middle ground exists and if a classification system could be …

The Rise Of Biometrics And The Erosion Of Privacy: A Case Study Of Biometric Systems In Amusement Parks, Sarah A. Yarger

Honors Undergraduate Theses

This thesis explores data privacy concerns surrounding the implementation of facial recognition technology using amusement and theme parks as a case study. With the lack of general federal guidelines, states have been left to address this rapid expansion of technology. This situation has left consumers with inconsistent protections and varied levels of liability for corporations. This thesis will explore the current gaps of legislation on legal use of facial recognition technology using amusement and theme parks as the context of focus. As this technology continues to advance and become normalized in society, the inconsistency in privacy protections amongst states suggests …

#Influencerinfractions: How Influencers Comply (Or Don’T) With Ftc Guidelines, Christopher Terry, Emma Troha, Anastasia Micich, Cecilia Lausten

Journal of Law, Technology, & the Internet

The Federal Trade Commission (FTC) released endorsement guidelines of sponsored content in 2023, including stipulations of clear and conspicuous disclosure, to combat content disguised as original, while actually having commercial intent. This paper examines compliance with these guidelines among travel influencers on Instagram. Overwhelmingly, influencers are not properly disclosing potential commercial sponsorship in their posts, and even good faith attempts to disclose are more often than not non-compliant with the FTC’s guidelines. Implications of these findings are discussed.

Law Librarianship And Legal Information Science In The Age Of Genai, Paul D. Callister

Faculty Works

This article examines the relationship between law librarianship and legal information science in the age of generative AI (GenAI), arguing that closer integration between the two is essential to navigating a rapidly evolving legal information landscape. It contends that law librarianship—long grounded in stable classification systems and cognitive authority—must adopt the analytical methods of legal information science to remain effective in the digital era. Together, these fields can reinforce the rule of law by improving the organization, retrieval, and stability of legal information. The article identifies emerging subfields of legal information science that support this integration and develops several concepts …

Forget Me Not? Machine Unlearning’S Implications For Privacy Law, Jevan Hutson, Cedric Whitney, Jay T. Conrad

Articles

Generative AI systems are increasingly relied on and are already actively reshaping how we think about privacy and data protection law. Models ingest and process vast amounts of personal and sensitive data, challenging assurances of compliance with legal frameworks like the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA) with increasing intensity. Machine unlearning is an emerging tool in practitioners’ attempts to address these challenges: the act of selectively removing or suppressing specific data, such as personal data that a data subject requests be deleted, from AI models as means of complying with legal obligations or …

The Law And Ai As An “Apex Collaborator”: Legal Frameworks For Optimized Cooperation, David S. Filippi, Bill Tomlinson, Andrew W. Torrance

FIU Law Review

Law fundamentally exists to enable human cooperation, providing frameworks for everything from basic contracts to complex international agreements. As artificial intelligence systems grow more sophisticated, they may enable new ways that collaborative activity can occur. We posit the possibility of a new kind of AI entity: the “Apex Collaborator,” a computational system with capabilities for cooperation and partnership that are superior, in at least some ways, to those of humans. Just as apex predators shape the ecosystems in which they live through predation, Apex Collaborators would shape human-AI networks through their ability to enhance peaceful coexistence, collective problem-solving, and shared …

Owning Data: Semantic Control As Inaccess To Information, Zvikomborero Chadambuka

FIU Law Review

This Article discusses the impacts of the introduction of a data ownership scheme on access to information. It does so with reference to the distinction between data, defined as some representation of information by a specific medium (the syntactic level), and the information itself (the semantic level). With respect to data, it then looks at the difference between standard property rights and intellectual property (IP) rights, similarly assessing impacts on access to information. Private control at the semantic level is bad policy as it effects particularly serious limitations, relative to private control at the syntactic level, on the availability of …

Let’S Talk About The Biological Reality Of Sex, Baby, John Parsi

FIU Law Review

Sex is at the very core of individual identity. It affects the conception of the self and the way others view the individual. Every day, one’s sex may open and close doors, access to communities, and opportunities. Laws that define sex may affirm scientific knowledge and protect people, or threaten to unravel the facts and the reality of sex. A deep unmooring of sex is underway, and this Article aims to halt it. On day one of the current presidential term, January 20, 2025, President Trump signed an Executive Order on “Defending Women from Gender Ideology Extremism and Restoring Biological …

Digital Dialectic: Why Every “Ai-Generated” Work Has A Human Author, Lea Bishop

FIU Law Review

Are ChatGPT and Midjourney tools or creators? Ownership of billions of AI-assisted creative outputs hangs in the balance. Copyright scholars have long debated whether an autonomous artificial intelligence could qualify as an author, but this remains a hypothetical question. Despite widespread application of the term “AI” to software products of the 2020s, autonomously creative artificial intelligence still does not exist. Today’s commercial AI products—such as ChatGPT, Midjourney, Dall-E, Copilot, Gemini, Claude, Suno, Perplexity, and Lumo—are simply the newest generation of computer software. They do not qualify as “artificial intelligence” in either the scientific or science fiction senses. They are mere …

Abuse Of Contract: A Proposal For A New Cause Of Action, Miriam A. Cherry

Faculty Publications

With the growth of online commerce and the platform economy, many companies are including provisions in their online terms and conditions that extend far beyond what reasonable consumers would expect. Some terms and conditions purport to bind customers to separate contracts in future transactions that have little to do with the first contract. Other boilerplate purports to cover family members of the customer who created an account. Some retailers have argued that people shopping in their brick-and-mortar stores are subject to terms and conditions because those shoppers had at some point previously created an online account. For example, Disney argued …

Developer Perspectives On Licensing And Copyright Issues Arising From Generative Ai For Software Development, Trevor Stalnaker, Nathan Wintersgill, Oscar Chaparro, Laura A. Heymann, Massimiliano Di Penta, Daniel M. German, Denys Poshyvanyk

Faculty Publications

Despite the utility that Generative AI (GenAI) tools provide for tasks such as writing code, the use of these tools raises important legal questions and potential risks, particularly those associated with copyright law. As lawmakers and regulators respond to these questions, the views of users can offer relevant perspectives. In this article, we provide: (1) a survey of 574 developers on the licensing and copyright aspects of GenAI for coding, as well as follow-up interviews; (2) a snapshot of developers’ views at a time when GenAI and perceptions of it were rapidly evolving; and (3) an analysis of developers’ perspectives, …

Artificial Elections: How Artificial Intelligence Can Affect Elections And Decide Our Future, Ryan D. Granger

Honors Undergraduate Theses

This thesis examines the growing role of artificial intelligence (AI) in democratic elections, highlighting both its transformative potential and its associated risks. Drawing on a qualitative analysis of existing literature, the study explores how AI is increasingly integrated into political campaigns, election administration, and voter engagement. Key benefits include enhanced data analysis, personalized political messaging, and improved efficiency in campaign operations. AI also supports real-time fact-checking and more accurate vote tabulation, which can strengthen transparency and trust in electoral processes. However, the thesis emphasizes that these advantages are accompanied by significant challenges. AI technologies enable the rapid creation and dissemination …