Front Matter,
2025
Southern Methodist University
Debugging The Trademark Laws Part Ii: Criminal Penalties For Trafficking In Counterfeit Microelectronics,
2025
University of Maryland Carey School of Law
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 …
The Artificial Intelligence Trolley Problem: Governance In The Post-Chevron World,
2025
California Western School of Law
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 …
Systemic Risk And The Social Contract,
2025
The University of Texas School of Law
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,
2025
University of Georgia Terry College of Business
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,
2025
University of Kentucky, J. David Rosenberg College of Law
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?,
2025
University of Kentucky, J. David Rosenberg College of Law
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,
2025
Chicago-Kent College of Law
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 …
Patching The Cfaa So Researchers No Longer Pay,
2025
Mitchell Hamline School of Law
Patching The Cfaa So Researchers No Longer Pay, Joshua Baker
Cybaris®
No abstract provided.
Ai Ethics, Law, And Policy,
2025
Washington University in St. Louis School of Law
Ai Ethics, Law, And Policy, Pauline Kim, Ryan Durrie
Scholarship@WashULaw
AI technologies promise many benefits, but they can also have significant negative impacts on human health, safety, well-being, and fundamental rights. This chapter explores the different governance tools that have been considered for guiding developments in AI in socially beneficial ways, examining the relevance of ethics, law, and policy. Each of these approaches offer tools to address these concerns; however, each has limitations, and none provides a complete solution in itself. Statements of ethical principles can articulate high-level values and goals to guide behavior but are usually quite vague and difficult to operationalize. They also lack any enforcement mechanism. In …
Inventions Without Inventors: The Need To Recognize Ai Systems As Inventors,
2025
Case Western Reserve University School of Law
Inventions Without Inventors: The Need To Recognize Ai Systems As Inventors, Niloufer Selvadurai
Journal of Law, Technology, & the Internet
As AI systems increasingly generate innovative products and processes, a critical issue to address is the nature and extent of the patent protection that is conferred upon such outputs. The overarching objective of patent law is the support of innovation and progress. In determining applications, the clear focus of patent judgments is whether the claimed invention satisfies the required standards of inventiveness, novelty, and non-obviousness. It is hence curious that incidental references to “individuals” and “persons,” variously scattered through patent statutes, operate to deny recognition of AI inventors. This is the result of the global test litigation instigated by Dr. …
The Globalization Of Copyright Exceptions For Ai Training,
2025
Emory University School of Law
The Globalization Of Copyright Exceptions For Ai Training, Matthew Sag, Peter K. Yu
Faculty Scholarship
Generative AI, machine learning and other computational uses of copyrighted works pose profound questions for copyright law. This article conducts of global survey of how different countries have attempted to answer these questions in relation to the unauthorized use of copyrighted works for training. Although the world has yet to achieve international consensus on this issue, an international equilibrium is emerging. Jurisdictions with common law and civil law traditions, and with varying economic conditions, technological capabilities, political systems, and cultural backgrounds, have found ways to reconcile copyright law and AI training. In this equilibrium, countries recognize that text data mining, …
Unveiling The Environmental Impact Of Large Language Models On Indigenous Communities: A Call For Action And Liability,
2025
Washington and Lee University School of Law
Unveiling The Environmental Impact Of Large Language Models On Indigenous Communities: A Call For Action And Liability, Nina-Simone Edwards
Library Scholarship
Large Language Models (LLMs) have rapidly gained popularity for their language generation and comprehension capabilities, promising increased efficiency in various sectors. However, while celebrated for their transformative potential, LLMs exacerbate current climate issues. This Article highlights the detrimental environmental footprint of LLMs, with a focus on their role in escalating climate change and their disproportionate effects on Indigenous communities. These communities, closely tied to their land, bear the brunt of environmental degradation, further aggravated by LLM-induced emissions.
This Article first dissects the interplay between environmental justice and technological innovation, advocating for a reevaluation of the trust relationship between tribal nations …
Data Privacy In K-12 Education: Protecting Students In The 21st Century,
2025
Southern Methodist University, Dedman School of Law
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 …
Transportation Security Administration Use Of Facial Recognition Technology: Turbulence Surrounding Traveler Rights,
2025
Southern Methodist University, Dedman School of Law
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,
2025
Southern Methodist University, Dedman School of Law
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 …
Gig Work At What Cost? Exploring Privacy Risks Of Gig Work Platform Participation In The U.S.,
2025
Boston University School of Law
Gig Work At What Cost? Exploring Privacy Risks Of Gig Work Platform Participation In The U.S., Amogh Pradeep, Johanna Gunawan, Álvaro Feal, Woodrow Hartzog, David Choffnes
Faculty Scholarship
In recent years, "gig work" platforms have gained popularity as a way for individuals to earn money; as of 2021, 16% of Americans have at some point earned money from such platforms. Despite their popularity and their history of unfair data collection practices and worker safety, little is known about the data collected from workers (and users) by gig platforms and about the privacy dark pattern designs present in their apps.
This paper presents an empirical measurement of 16 gig work platforms' data practices in the U.S. We analyze what data is collected by these platforms, and how it is …
Normalizing Facial Recognition Technology And The End Of Obscurity,
2025
Boston University School of Law
Normalizing Facial Recognition Technology And The End Of Obscurity, Woodrow Hartzog, Evan Selinger, Judy Hyojoo Rhee
Faculty Scholarship
This article argues that facial recognition technology is the most dangerous surveillance tool ever invented. Given the unique threats this morally suspect tool poses to privacy, civil liberties, human flourishing, and democracy, the only appropriate response is a ban. To justify our position, we explain why facial recognition is distinctive among biometrics, clarify how even seemingly benign and positive uses of the technology can trigger dangerous normalization dynamics, and pinpoint why current United States laws (with reverberations in the EU’s AI Act) are designed to accelerate a slippery slope that makes mass surveillance nearly inevitable. Our most fundamental contribution lies …
Copyright Doctrine Before The Tribunal Of Science: A Response To Professor Silbey,
2025
University of Georgia School of Law
Copyright Doctrine Before The Tribunal Of Science: A Response To Professor Silbey, Mateusz Blaszczyk
Scholarly Works
In an important new Article, titled A Matter of Facts: The Evolution of the Copyright Fact-Exclusion and Its Implications for Disinformation and Democracy, Professor Jessica Silbey argues provocatively that we “‘only” know that facts are excluded from copyright protection because Feist Publications v. Rural Telephone Service “says so.” She argues that both the nature and importance of facts has been underdefined and is in flux, nonetheless tracing it to the foundational cases of United States (U.S.) copyright law, and argues for a stronger exclusion of facts, which are publici juris, and belong in the public domain. This central …
The Software Inducement Paradox,
2025
American University Washington College of Law
The Software Inducement Paradox, Dylan Niederland
American University Law Review
Induced patent infringement allows a third party to be held liable for another’s direct infringement of a patent. For many years, inducement liability has been a hotly contested doctrine of patent law, specifically its applications in the pharmaceutical industry. Not unsurprisingly, vast literature exists covering the intersection of inducement liability and pharmaceuticals.
This Note takes a new approach, analyzing inducement liability as it relates to the software industry. Specifically, this Note criticizes the Federal Circuit’s holding in GlaxoSmithKline LLC v. Teva Pharmaceuticals USA, Inc. that a simple statement of equivalence is sufficient to induce users to infringe method-of-use patents that …
