Intellectual Property Law Commons^™

Operational Agency: A Permeable Legal Fiction For Tracing Culpability In Ai Systems, Anirban Mukherjee, Hannah H. Chang

SMU Science and Technology Law Review

Modern artificial intelligence (AI) systems act with a high degree of independence yet lack legal personhood—a paradox that fractures doctrines grounded in human-centric notions of mens rea and actus reus. This Article introduces Operational Agency (OA)—a permeable legal fiction structured as an ex post evidentiary framework—and Operational Agency Graph (OAG)—a tool for mapping causal interactions among human actors, organizations, and AI systems. OA evaluates an AI’s observable operational characteristics: its goal-directedness (as a proxy for intent), predictive processing (as a proxy for foresight), and safety architecture (as a proxy for standard of care). OAG operationalizes that analysis by embedding these …

Front Matter

SMU Science and Technology Law Review

No abstract provided.

Suing The Ghost In The Medical Machine, Jason R. Cheek

SMU Science and Technology Law Review

Devices that autonomously diagnose medical conditions, with no human interaction, have arrived. These self-operating systems incorporate artificial intelligence (AI), and include machines that diagnose preventable blindness, as well as some that write radiology reports. These devices feature AI-integrated software to make diagnosis decisions traditionally made by humans who have received extensive medical training. Soon, AI-driven devices will autonomously make treatment decisions.

What happens when these autonomous medical systems harm a patient? At the moment, most would expect product liability law to provide a path to recovery. But AI oftentimes uses multiple complex inputs and approaches, including statistical probabilities, to reach …

An Empirical Examination Of Law Student Attitudes Toward Legal Writing With Generative Ai, Abigail L. Perdue

SMU Science and Technology Law Review

Amid mounting predictions that generative artificial intelligence (AI) will substantially disrupt legal education, legal writing professors grapple with how and when to integrate generative AI into the classroom. While some believe that it should be woven into existing courses and integrated across the curriculum, even in the first year, others contend that it is better reserved for discussion in upper-level courses dedicated to AI-assistance. Yet it remains unclear which approach will best prepare graduates for the modern practice of law. Indeed, some scholars caution that permitting law students to use generative AI to complete their legal writing coursework, particularly in …

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 …

Patent Textualism, David O. Taylor

Faculty Journal Articles and Book Chapters

The Supreme Court today embraces textualism—the practice of interpreting legal text by reference to how an ordinary person would have understood that text at the time it was promulgated. Yet, when it comes to patent cases at the Court interpreting the statutory provision governing patent eligibility, textualism has rarely been used as an interpretive tool. This Article, besides highlighting this contradiction, will consider how textualism’s application to this foundational aspect of the patent statute would change patent law.

This Article will analyze the Supreme Court’s adoption of textualist principles in other fields and then evaluates the application of textualism to …

Copyright's Dominion, Shani Shisha

Faculty Journal Articles and Book Chapters

Copyright law is under attack. Scholars and activists have long argued that American copyright law is a shambolic mess—vague, unpredictable, and startlingly overbroad. But amidst the swirling chaos, one core principle has remained intact: the idea that copyright attaches only to intangible goods. In theory, copyright resides in an intangible work of authorship, not a physical artifact. It is the intellectual creation, rather than the material copy, that gives rise to copyright protection. Copyright law thus rests on a stark distinction between the intellectual property of authors and the personal property of consumers—in short, between the intangible work and the …

On Snow's Intellectual Property And Immorality, David O. Taylor

Faculty Journal Articles and Book Chapters

In this Essay, I consider the “why” and “how” of Professor Snow’s controversial, countercultural, important, and relevant position that immorality may result in the denial of intellectual property protection. First, I highlight how surprising it is that Professor Snow’s argument springs from the theories underlying intellectual property protection, rather than the theories underlying the morality and ethics he believes ought to be considered in determining intellectual property protection. No one (that I know, at least) goes to the Environmental Protection Agency seeking better regulations to protect the environment and uses the labor desert theory of property rights as an argument. …

Data Privacy In K-12 Education: Protecting Students In The 21st Century, Kate Hughes

SMU Science and Technology Law Review

Connectivity has come to define a new generation, with kids today comprising a large sector of the online community. With most of their days spent at school, it is no surprise that the 21st-century classroom has become a playground in the digital sense, with districts growing increasingly reliant on “EdTech” platforms that promise high-impact solutions to an industry entrusted with laying the foundations of the next generation. As the “big data” movement continues to progress, the education sector will continue to reinvent itself alongside the chance to discover new efficiencies and create new opportunities for timely feedback, individualized instruction, and …

From Cigarettes To Cereal: Analyzing The Rise, Peak, And Fall Of Ultra-Processed Foods And The Legal Battle Against Industry Food Deception, Charlotte F. Baird

SMU Science and Technology Law Review

This Comment explores the legal, regulatory, and public health dimensions of ultra-processed foods (UPFs) in the United States and abroad, revealing the urgent need for comprehensive reform. It traces the historical evolution of UPFs, exposing how Big Tobacco strategically pivoted into the food industry after facing public backlash and regulatory crackdowns with cigarettes and tobacco products. Using the same research tactics, behavioral manipulation, and aggressive marketing practices once employed to sell cigarettes, Big Tobacco companies repurposed their corporate expertise to engineer food designed for potential addiction, overconsumption, and profit, while often targeting children and marginalized communities. This Comment critically examines …

Incremental Innovation, George Horvath

SMU Science and Technology Law Review

Transformative innovations—the ones that use new technologies to disrupt the world—command our attention. But most new products are the result of a more mundane process of incremental iterative innovation, evolving through a long series of small modifications of existing technologies. Although both kinds of innovation can result in improved safety and utility, both can also create new dangers. We tend to be more aware of this in trans- formative innovations (as current worries over artificial intelligence show); by contrast, dangers created by incremental iterative innovation often go unrecognized, because the process itself is easy to overlook. Policymakers and regulators need …

Shutting Down The Supply Chain Pipeline Of Counterfeit Goods Running From Alibaba To Amazon, Daniel C. Chow

SMU Science and Technology Law Review

An immense supply chain pipeline constantly funnels millions of counterfeit goods from Alibaba’s e-commerce sites in China to third party sellers who sell these goods on Amazon to U.S. consumers. Amazon has acknowledged that it has a problem with counterfeits on its e-commerce sites, but its current responses to counterfeiting are primarily performative and intended to pacify disgruntled brand owners and frustrated consumers. Amazon’s responses will likely have little or no effect on counterfeits on its websites. This Article sets forth a direct and straightforward method for shutting down or seriously disrupting this pipeline based on using China’s existing laws. …

Systemic Risk And The Social Contract, Kevin Frazier

SMU Science and Technology Law Review

The stability of the constitutional order turns, in part, on a stable economy and reliable advances in technology. Political order cannot withstand economic collapse or a massive technological failure. Such crises chip away at the collective will to adhere to the social contract because they indicate the government may not have the capacity to uphold its end of the bargain—protecting individual liberty from broad threats. “Unprecedented” economic downturns, however, have a precedent of emerging from the very deliberate decision of some actors to pursue extremely risky behavior in their self-interest at the expense of the public. Societal disruption from over-dependence …

Retail Innovation Through Ai: Benefits And Liabilities, W. Michael Schuster, Simon E. Corrigan

SMU Science and Technology Law Review

This article investigates the transformative capabilities of artificial intelligence (AI) within the retail industry. We highlight significant opportunities for product customization, innovation, and enhanced supply chain efficiency, while also examining complex legal challenges associated with AI-generated content. In particular, concerns in the copyright realm are highlighted— including documented biases against AI-produced works. Recognizing these issues, retailers should adopt proactive legal strategies, ensure transparency, and consider hybrid human-AI collaborative approaches. Strategically addressing these issues will help maximize consumer and business benefits while mitigating legal exposure.

Robot Regulators, Brian L. Frye

SMU Science and Technology Law Review

No abstract provided.

Visual Legal Rhetoric In The Age Of Generative Ai And Deepfakes: Renaissance Or Dark Ages?, Michael D. Murray

SMU Science and Technology Law Review

The paradoxical development of visual generative AI tools, such as OpenAI’s DALL-E 3, Midjourney, and Stable Diffusion, simultaneously signals a renaissance and a potential dark age in visual rhetoric and communication. On the one hand, these tools democratize the creation of visual content, empowering attorneys and others to become artists and illustrators of their legal communications without needing to learn how to draw. These AI systems can simplify complex legal concepts, bridge language barriers, and enhance advocacy. But on the other hand, the proliferation of deepfakes presents significant challenges for visual rhetoric. Deepfakes can quickly and easily create realistic but …

Willful Ignorance Or Embracing Ai To Find Prior Art? Uspto Misses The Mark, Henry H. Perritt Jr.

SMU Science and Technology Law Review

Artificial intelligence (AI) is frequently in the news. Policymakers and business executives must decide whether it is a revolutionary phenomenon, likely to overturn established enterprises and practices, or if it is a mere modest advancement in decades-old natural language capability over-advertised by Silicon Valley seeking the “next big thing” and hyped by reporters eager for the next byline. The patent office and the patent bar are not immune from the turmoil. The USPTO has issued several policies and inquiries related to the impact of AI on various aspects of patent prosecution. Most recent is a Request for Comments on the …

Disenchanting Consent, Ruifeng Song

SMU Science and Technology Law Review

Despite being criticized as a flawed mechanism for data protection, con- sent has witnessed a revival in the recent wave of state privacy statutes. One factor that contributed to the revival may be the widely held belief that con- sent constitutes the “cornerstone” of data privacy laws. This Article conducts a comparative historical survey to examine the validity of this belief. The findings are twofold. First, contrary to what many believe, consent has been playing a limited role in global data privacy laws. Second, consent is an inherently defective mechanism for data protection. Some of its problems have existed since …

Transportation Security Administration Use Of Facial Recognition Technology: Turbulence Surrounding Traveler Rights, Mckenly Redmon

SMU Science and Technology Law Review

Facial recognition technology has been employed by law enforcement agencies and private companies for decades. This technology promises safer and more efficient processes to identify individuals in the name of safety. However, not everyone approves of their biometric data being collected. This Article provides an overview of the current use of facial recognition technology by the Transportation Security Administration (TSA) in airport security checkpoints. It begins by explaining the underlying technology behind facial recognition and explores the safety and security concerns behind it. Building on this foundation, this Article then evaluates how the TSA’s use of facial recognition influences science …

The Sky’S Not The Limit: Navigating Starlink’S Impact On Global Connectivity And Regulation, Michael N. Hillebrand

SMU Science and Technology Law Review

This case note examines the governance implications arising from the onset of accelerated satellite internet expansion and explores potential regulatory solutions for effective governmental oversight. Due to the interconnected nature of the internet and its global network, international organizations and treaties play a crucial role in content and data regulation, and rapid technological evolution presents increasing difficulties for these regulatory frameworks to keep pace. These challenges are particularly evident in satellite-based broadband internet services, with SpaceX’s Starlink emerging as the most prominent and currently relevant service in this domain. Proponents of this technology emphasize its ability to provide internet access …

Debugging The Trademark Laws Part Ii: Criminal Penalties For Trafficking In Counterfeit Microelectronics, Patricia E. Campbell

SMU Science and Technology Law Review

Counterfeit microelectronics have been a persistent problem in government and industry supply chains for many years. Counterfeit electronic parts (e.g., integrated circuits, transistors, capacitors) pose serious risks to human health and safety, harm the economy, and jeopardize national security. Trafficking in counterfeit goods and services was first criminalized in 1984, and Congress has acted on several occasions to increase the corresponding penalties. Nevertheless, the trade in counterfeit microelectronics continues to evolve to meet market demands, and relatively few criminal cases have been brought for trafficking in counterfeit microelectronics. While several factors may contribute to this apparent lack of enforcement, the …

It Is Our Flaws That Make Us Humane: How Technology Ruined Judicial Craft, Shai Dothan, Gregor Maučec

SMU Science and Technology Law Review

There is ample evidence that people are not completely rational. They suffer from a series of biases that limit their abilities to make the best decisions and to stick to them. Judges are a unique group of people. They go through many years of training that counter some of these biases, but not all of them. In fact, there is a whole field of research dedicated to predicting how judges, with their human flaws, are going to behave. But today, judges can use an increasing number of artificial intelligence (AI) tools to assist with their craft, particularly with research and …

Regulation To Reinforce The Evidentiary-Science Base Of U.S. Medicine In The Age Of "Omics", Michael J. Malinowski

SMU Science and Technology Law Review

United States’ technology transfer law and policy (TTLP) integrates government, academia, and industry—a “triple-threat” research and development (R&D) methodology—and harnesses commercial incentives to stimulate market application of federal government-funded invention. TTLP, which has proven a potent catalyst for remarkably prolific biomedical R&D since Congress enacted its cornerstone legislation in 1980, is transforming U.S. medicine to molecular medicine—to personal genome medicine (PGM)—in real time. A genomics (gene function in the context of an organism’s entire genome, meaning its full set of genetic instructions) complement to the Human Genome Project (HGP) emerged in the 1990s. Genomics has given rise to a portfolio …

The Artificial Intelligence Trolley Problem: Governance In The Post-Chevron World, James M. Cooper, Kashyap Kompella

SMU Science and Technology Law Review

This Essay addresses a growing Constitutional challenge in public governance: the increasing delegation of consequential decisions to algorithmic systems that encode value trade-offs between liberty and security, equity and efficiency, and expression and control, without visibility, legal justification, or institutional oversight. We view this hidden normative choice an example of the “Artificial Intelligence (AI) Trolley Problem.” Like the classic moral dilemma, it involves unavoidable sacrifices among competing goods. Unlike its philosophical counterpart, however, algorithmic trade-offs occur silently. They are embedded in data proxies, optimization logic, and model design, and insulated from scrutiny by claims of technical neutrality. This Essay argues …

Top Ten Biotechnology Patent Cases Of 2024: Loper Bright, Federal Circuit Turmoil, Patent Term Adjustment, And Naturally Occurring Nucleic Acids, Kevin E. Noonan, Andrew W. Torrance

SMU Science and Technology Law Review

A pivotal year for biotechnology patent law, 2024 was marked by consequential court rulings and evolving legal frameworks. This article surveys the ten most significant judicial decisions impacting biotech patents, highlighting major themes and trends in policy, litigation, and regulation. Courts at all levels grappled with core patentability requirements in the life sciences, from the Supreme Court’s continued laissez-faire stance on subject-matter eligibility to the Federal Circuit’s stringent enforcement of disclosure sufficiency rules.

Front Matter

SMU Science and Technology Law Review

No abstract provided.

Front Matter

SMU Science and Technology Law Review

No abstract provided.

Commercializing Copyright, Shani Shisha

Faculty Journal Articles and Book Chapters

Much of modern copyright law is cloaked in the language of neutrality. No matter how successful or popular, all copyrighted works are shielded by the same rights. In theory, our system neither celebrates nor condemns commercial success. All works are created equal under the law. This standard account is radically askew. In reality, questions of commercial success pervade virtually every aspect of copyright doctrine. Courts consider whether the work is commercially successful in cases spanning a range of doctrinal contexts, including the scope of protectable subject matter, the standards of liability, the limits of fair use, and the range of …

Infringement Episodes, Shani Shisha

Faculty Journal Articles and Book Chapters

For decades, copyright scholars have waged a spirited campaign against statutory damages. Our remedial system, critics say, is an incoherent mess. The core problem is that copyright holders can recover a separate award of statutory damages for every infringed work. As a result, damages can rapidly add up in any case involving multiple works. Because the number of statutory awards is tethered to the number of works, even trivial claims can lead to crippling damages. Commentators, policymakers, and judges have criticized this system as arbitrary and overbroad. And yet it endures. This Article argues that copyright’s per-work scheme has obscured, …