Intellectual Property Law Commons^™

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.

The Second Life Of Information, Thomas D. Haley

UF Law Faculty Publications

Information permeates every aspect of modern life. It is the price we pay for access to online services and the form in which we embody creative works. Law and policymaking tend to focus on first-order uses and transactions; information for access serves as the paradigmatic example. But information enjoys a robust second life—one that constitutes the true value and power that drives firms’ decisionmaking—as assets. Once aggregated and assetized, the power and risk associated with information increases exponentially.

To explore the implications of information’s second life, this Article introduces the concept of “untethered information.” Assetization depends on severing the connections …

And The Oscar For Best “Original” Screenplay Goes To . . . Chatgpt: Does The Use Of Ai In Scriptwriting Devalue Hollywood Writers?, Harrison Stern

Touro Law Review

No abstract provided.

Front Matter

SMU Science and Technology Law Review

No abstract provided.

Boden Lecture: Taxation Of Autonomous Artificial Intelligence, Reuven S. Avi-Yonah, Lucas Brasil Salama, Herbert Snitz, W. Robert Thomas

Articles

This Article proposes that tax can be a useful supplement to other measures to regulate Autonomous Artificial Intelligence (AAI) and limit its potential harmful effects. This proposal differs from command-and-control regulation of AAI along the lines of European Union legislation that may unduly limit the development of AAI. It also differs from existing proposals to tax AAI to generate revenue to help workers displaced by AAI programs, or to tax the data used by AAI The proposal is based on granting AAI programs like ChatGPT separate legal personhood, like corporate personhood, while incentivizing or requiring their corporate owner to place …

Regenerating Justice: Chatgpt And The Legal Minefield Of Generative Ai, Katie Szilagyi

Canadian Journal of Law and Technology

This paper adopts an automation bias lens to cast doubt on the growing claims that GenAI is a transformational tool for legal industry. In this context, automation bias refers to the well-known psychological phenomenon in which human decision-makers unwittingly defer to automated processes, flowing from overreliance on the accuracy of the automation. Even well-meaning individuals aiming to keep a “human-in-the-loop” of any automated decision can fall prey to this well-documented phenomenon, trusting the technology more than it deserves to be trusted. Champions for current GenAI technologies often do acknowledge limitations within the existing landscape of tools, like GenAI’s tendency to …

What Is Copywritable In Software?, Charles Duan

Scholarly Articles in Law Reviews & Journals

No abstract provided.

Volume 48 Masthead, Seattle University Law Review

Seattle University Law Review

Volume 48 Masthead

Table Of Contents, Seattle University Law Review

Seattle University Law Review

Table of Contents

Corporate Scenarios: Drawing Lessons From History, Madison Condon

Seattle University Law Review

As corporations are increasingly pressed to reveal information about their exposure to climate-related risks, they are often asked to undertake and disclose the outcome of “scenario analysis.” In this exercise, corporations, including financial institutions, examine how their business would fare under different pathways the future may take. One oft-used scenario, for example, is the International Energy Agency’s “Net-Zero by 2050: A Roadmap for the Energy Sector.” This Essay presents a history of the use of scenarios as a corporate planning tool, particularly in the oil industry, arguing that it is key for understanding our present moment and the role of …

Shareholder Expression In A Time Of Heightened Political Tension, Aaron A. Dhir

Seattle University Law Review

In this article, I provide context for my forthcoming research project on shareholder proposals and racial equity audits. Since the murder of George Floyd in May of 2020, progressive shareholder actors have increasingly used the proposal mechanism to advance diversity, equity, inclusion, and justice-related goals. These proposals have frequently gone beyond requesting the usual corporate fare of diversity trainings, intersectionality workshops, affinity groups, etc. Instead, a more ambitious type of proposal asks corporate America to conduct racial equity audits, defined as “an independent, objective and holistic analysis of a company’s policies, practices, products, services and efforts to combat systemic racism …

Corporate Governance Speech, Sarah C. Haan

Seattle University Law Review

The State has always regulated the intra-firm communications that make corporate governance possible, most commonly by mandating disclosures of information by a corporation to its shareholders. Some such laws are labeled “securities regulation,” but securities regulation is a broad category that extends to speech by actors who are outside the corporate enterprise as well. Also, the conventional securities regulation category does not capture all such laws; other examples, including informationforcing mandates, can be found in state corporate law. This Article uses the term “corporate governance speech” to describe the communications among shareholders, directors, and officers through which corporate governance is …

Dark Accounting Matter, Colleen Honigsberg

Seattle University Law Review

Physicists calculate that approximately 85% of the matter in the universe is composed of “dark matter” that “does not absorb, reflect, or emit electromagnetic radiation and is therefore difficult to detect.” The S&P 500 currently trades at a price-to-book value of 4.2, suggesting that book value accounts for less than 20% of the S&P 500’s market value. The remaining 80% appears nowhere in these firms’ balance sheets—it is invisible to contemporary accounting techniques and constitutes “dark accounting matter.”

Some “dark accounting matter” is composed of factors commonly described as components of “ESG.” Human capital, for example, is an intangible asset …