Science and Technology Law Commons^™

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.

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 …

Technology Competency Road Map In Rhode Island: Reforming Professional Rules And Continuing Legal Education With Modern Educational Frameworks And Instructional Design Principles To Protect Clients, Myrta L. Ventura

Roger Williams University Law Review

No abstract provided.

Front Matter

SMU Science and Technology Law Review

No abstract provided.

Faking It: A Proposed Solution To Counter Nonconsensual Pornographic Deepfakes, Rena Song

Washington and Lee Journal of Civil Rights and Social Justice

2024 Louise A. Halper Award Winner for Best Student Note.

Deepfakes have become popular due to their user-friendly nature and accessibility, allowing anyone to create one by installing deepfake software programs on their phones or laptops. Deepfake software programs allow creators to create hyper-realistic multimedia featuring anyone whose image they can find. Some industries have drawn positive uses from deepfakes; however, deepfakes also create harms that can have detrimental effects on people’s mental health, employment, and reputation. Women and children, including those without a large online presence, have become the target for nonconsensual pornographic deepfakes. Congress has yet to pass …

Social Data's Role In Law And Political Economy, Salome Viljoen

Book Chapters

Over the past several years, the digital economy has been a notable uptick in interest from scholars across areas of law. This should come as no surprise. The digital economy encompasses some of the largest companies in the world, whose business models pioneer and spread new strategies to concentrate private power across the political economy more broadly. Digital companies have transformed commercial and social life, and they raise problems of concentrated private power. They are also charged with a slew of downstream disruptions resulting from collective pursuit of that power: global, social, and interpersonal forms of dislocation, oppression, impoverishment, alienation, …

Artificial Intelligence And Intellectual Property, Part Iii: Ip Protection For Ai-Assisted Inventions And Creative Works, Joshua Landau

American University Business Law Review

Chairman Darrell Issa, Ranking Member Hank Johnson, distinguished members of the Subcommittee on Courts, Intellectual Property, and the Internet ("Subcommittee") of the Committee on the Judiciary ("Judiciary Committee"), on behalf of the Computer and Communications Industry Association (CCIA) and its members, thank you for this opportunity to share our views on intellectual property (IP) protection for artificial intelligence (AI)-assisted works and inventions.

Confronting The Challenges Of Regulating Artificial Intelligence, Amy B. Cyphert

FIU Law Review

Public opinion polls conclude that the American public is in favor of regulating artificial intelligence (“AI”), and many technology companies publicly claim that they would welcome regulation. And yet the United States has struggled to enact federal comprehensive AI regulations beyond a short-lived Executive Order. Why? Part I of this Article explains why regulating AI is so difficult, focusing on six key reasons: AI is a global issue; AI is not one discrete issue; AI is developing at a speed that is unprecedented; lawmakers largely lack the technical expertise effective AI regulation requires; the stakes of getting the regulation wrong …

The Interaction Between Privacy Laws And Restrictive Licensing Agreements In Cross-Border Satellite Imagery, Ida Samardar

IP Theory

No abstract provided.

Volume 48 Masthead, Seattle University Law Review

Seattle University Law Review

Volume 48 Masthead

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 …

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 …

A Personal Interview With William Patry: His Thoughts On Music, Ai, And Copyright

IP Theory

No abstract provided.

The Vicious Patent Cycle: Addressing The Current Conflict Facing Startup Valuation And Patent Risk Through Policy Change, Karlie Hinton

IP Theory

Young, startup, and growth companies play an increasingly important role in driving innovation and economic growth, but they face distinct challenges when attempting to leverage valuable assets to secure funding and scale their ventures. The valuation of startup companies, especially those built around new technologies and corresponding intellectual property, presents a complex challenge. With limited financial history and uncertain futures, investors often turn to proxies like patents to ascribe potential value. In recent years, the practice of startups using patents to secure investment and higher valuations has become increasingly common. However, this growing reliance on patents raises important questions about …

Paternity, Protection, And Pirates: A Queer Theory Analysis Of Intellectual Property Metaphors, Eden Sarid

IP Theory

Intellectual Property and queer theory share a fundamental concern with the interplay between private and public, tangible and intangible, and language and form. Queer theory emphasizes how language impacts the construction of identity and belonging, highlighting that discourse plays a pivotal role in structuring gender, sexuality, and normativity. Intellectual Property is often portrayed as strictly neutral, laser-focused on spurring creativity and innovation. However, is this portrayal reflective of reality? And does this purported neutrality hold up in IP’s rhetoric? By examining two principal IP terminologies through a queer lens – the term “protection” to describe IP legal privilege, and the …

The Mathematics Of Regulatory Fragmentation: Understanding The Multiplicative Costs Of State-Level Platform Requirements, Amanda Reid

IP Theory

The recent wave of state-level social media regulation represents an unprecedented experiment in territorial control of digital platforms. While constitutional questions around state authority remain central to these debates, this article examines a distinct but complementary concern: the mathematical reality of how overlapping technical requirements multiply compliance burdens. These laws aim to protect youth online through technical mandates, yet they create a regulatory patchwork that generates multiplicative rather than additive costs. Following combination theory [N(N-1)/2], each new state regulation creates conflict points with existing requirements.

This article analyzes how this regulatory multiplication affects platform architecture, user experience, and safety outcomes. …

Under The Radar: The Hidden Harms Of Patent Practices In Defense Contracting, Hunter Schmittou

IP Theory

28 U.S.C. § 1498 allows the federal government and its contractors to use patented technologies without prior authorization, with the government assuming liability for infringement. While originally intended to facilitate procurement, its modern application has weakened patent protections, allowing contractors to incorporate patented innovations with minimal legal or financial consequences. This system disincentivizes private-sector investment in military technology, distorts competition, and increases procurement inefficiencies, ultimately placing the burden of infringement on taxpayers. The resulting imbalance not only stifles innovation but also entrenches reliance on a small group of dominant defense contractors, reducing technological diversity and slowing progress. Addressing these shortcomings …

Generative Ai's Copyright Enigma: A Comparative Study Of Fair Use And Fair Dealing, Taysir Awad

IP Theory

At the dawn of this decade, generative Artificial Intelligence (AI) models were at the apogee of modern science and technology. Their emergence introduced the world to a new paradigm of creativity and innovation, where machines can synthesize art, literature, and design with unprecedented sophistication, blurring the boundaries between human ingenuity and algorithmic computation. These models have the capacity to regenerate Oscar Wilde with the depiction of Ansel Adams, rewrite Harry Potter with William Shakespear’s proverbial tongue, and redesign St. Peter’s Basilica with Gothic arches, Seljuk carved stones, and an Antoni Gaudi roof architecture, relocated in the heart of New York …

"Sufficiently Distinct" Is Insufficient To Determine Design Patent Infringement, Perry Saidman

IP Theory

The “ordinary observer” test for design patent infringement essentially asks whether the patented and accused designs are “substantially the same” in overall appearance. Although courts are very skilled in listing differences between the two designs, the final infringement determination is very subjective, being based on the personal observations and feelings of the fact-finder.

In the 2008 en banc decision of Egyptian Goddess v. Swisa, the Federal Circuit abolished the “point of novelty” test that, despite its flaws, had brought some objectivity to the infringement determination. In its place, the Court in Egyptian repeatedly emphasized the need to view the …

A Geopolitical Economy Analysis Of China And India’S Approaches To Transnational Data Governance, Yujia He, Ka Zeng

Patterson School of Diplomacy and International Commerce Faculty Publications

Recent literature on the behavior of rising powers in digital trade and data governance highlights their discourses of data sovereignty and desire to preserve domestic policy autonomy. This article contributes to the literature by employing a political economy lens that shifts the focus from the nation-state/inter-state framework towards the dynamics of state–capital relations, allowing for a more historical and contextual understanding of the geopolitics of data governance in emerging economies. Using China and India—two of the largest emerging economies—as comparative cases, and drawing on secondary data from government documents and other sources, the article argues that the interplay between the …

Facial Recognition Technology And The First Amendment, Joseph A. Tomain

Michigan Technology Law Review

The growing ubiquity of facial recognition technology (FRT) is a problem. While much has been written on harmful government use of FRT, little has been written about harmful use by private actors. This Article helps fill that gap in the literature by providing a detailed analysis of the First Amendment interests at stake when private actors use FRT. Specifically, this Article analyzes whether laws that limit the use of publicly available photographs to create “faceprints” for inclusion in FRT databases violate the First Amendment rights of the private actors creating these databases.

In May 2025, a multidistrict litigation against Clearview …

Human Masters/Robot Servants: Highly Automated Vehicle Design, Intoxicated Drivers & Vicarious Liability, William H. Widen, Marilyn Wolf

Journal of Law and Mobility

A traditional engineering role is to design a safe product. Safety engineering is an exercise in harm avoidance ex ante. In contrast, liability attribution is an exercise to compensate for loss post hoc—traditionally viewed as a legal matter. We observe that, when a natural person incurs liability for a loss that exceeds insurance coverage, economic ruin can follow. Neither engineering nor law focus on the loss suffered by defendants considering law as a “safety risk.” The highly automated vehicle (HAV) design space, however, provides an opportunity to prevent this kind of economic harm from occurring ex ante just as attention …

The Best Disinfectant: The Value Of Transparency In Information Operations, Major Ian W. Stamme

American University National Security Law Brief

America is in a state of persistent competition with nation-state adversaries, including Russia and China, which seek to subvert the post-WWII rules-based international order and undermine American legitimacy abroad. Some of this competition takes place through traditional statecraft and across each of the instruments of national power: diplomatic, informational, military, and economic. However, much of this competition also takes place in the gray zone, defined as a spectrum between the higher threshold of armed conflict and the lower threshold of ordinary statecraft. In other words, while all relations between nations involve degrees of leverage and relative advantage, gray zone conflict …

The Great Scrape: The Clash Between Scraping And Privacy, Daniel J. Solove, Woodrow Hartzog

Faculty Scholarship

Artificial intelligence (AI) systems depend on massive quantities of data, often gathered by “scraping”—the automated extraction of large amounts of data from the internet. A great deal of scraped data contains people’s personal information. This personal data provides the grist for AI tools such as facial recognition, deep fakes, and generative AI. Although scraping enables web searching, archiving of records, and meaningful scientific research, scraping for AI can also be objectionable and even harmful to individuals and society.

Organizations are scraping at an escalating pace and scale, even though many privacy laws are seemingly incongruous with the practice. In this …

Katz'S Imperfect Circle: An Empirical Study Of Reasonable Expectations Of Privacy, Tonja Jacobi, Christopher Brett Jaeger

Faculty Articles

Under Katz v. United States, the Fourth Amendment restricts government actions that infringe upon expectations of privacy that society recognizes as reasonable. This foundational test has long been criticized as circular, both because courts can shape the very expectations they seek to identify through their decisions and because governments can manipulate those expectations to expand the reach of their own power. But how do members of society decide what expectations are reasonable, and how do judges ascertain those expectations? And are expectations of privacy malleable even without deliberate manipulation?

This Article shows that the circularity critique is both understated …