Science and Technology Law Commons^™

Scraping Bad: The Case For A Unified Scraping Framework, Eunchong Moses Park

Washington and Lee Law Review Online

This Note explores the growing legal and regulatory landscapes of web scraping in the United States and argues that web scraping should be regulated through a unified federal framework tailored to its unique technological and economic realities. Web scraping allows organizations to collect massive amounts of data essential to their operational needs—often without the consent of data holders. Thus, web scraping has become a powerful engine of innovation used across virtually every sector of the economy but with a serious risk to privacy and property interests. Yet the current U.S. legal framework lacks a coherent regulating structure. Courts and litigants …

A Legal Transplant Failure In The Ai Age, Xuan-Thao Nguyen

Articles

Thailand positions itself as the new AI-driven innovation hub in the Southeast Asia region as Big Tech companies invest billions in building new data centers to power the AI transformations in all sectors in Thailand. An integral part of Thailand’s new ambition is the legal transplant of personal data protection law from Europe. The transplant, however, is of form, not substance, as this Article illustrates the failure through in-depth analysis of Thailand’s Personal Data Protection Act and provides evidence of rampant violations and noncompliance by the largest ecommerce conglomerate and SMEs. This Article offers suggestions for Thailand to realign its …

We Robot 2025: Connecting Global Robotics And Ai Governance Experts In Canada, Kristen Thomasen, Suzie Dunn

Canadian Journal of Law and Technology

This special We Robot issue of the Canadian Journal of Law and Technology is particularly ‘‘special” to us for a variety of reasons. It presents an important opportunity to highlight the interdisciplinarity required to meaningfully engage with robotics and artificial intelligence (‘‘AI”) regulation. It highlights the growing international connections among law and technology scholars. And it features many of the cutting-edge papers from one of the world’s premier law and robotics conferences, We Robot.

The thirteenth annual We Robot 2025 conference was held at the University of Windsor in April 2025. This conference marked the first ever in-person gathering of …

To Smile Or Not To Smile? What Policymakers Need To Know About The Interplay Between Expressive Robotics And Public Perception, Adeline Schneider, Waseq Billah, Naomi T. Fitter

Canadian Journal of Law and Technology

The growing presence of autonomous delivery robots (ADRs) in public spaces has introduced new challenges regarding public perception, safety, and policy regulation. While ADRs provide a convenient, contactless delivery solution, there has been little research exploring how their design influences public acceptance and regulatory concerns. This study investigates the impact of expressive robotic features on perceptions of ADRs through a between-subjects online survey comparing two ADR models: the expressive Dax robot and the more widely deployed Starship robot. Participants answered questions about the robots’ expressivity and policy-relevant perceptions surrounding the robot. Findings showed a mix of enhancements from added robot …

Interoperable Ai Regulation, Jennifer Raso

Canadian Journal of Law and Technology

This article explores ‘‘interoperability” as a new goal in AI regulation in Canada and beyond. Drawing on sociotechnical, computer science, and digital government literatures, it traces interoperability’s conceptual genealogy to reveal an underlying politics that prioritizes harmony over discord and consistency over plurality. This politics, the article argues, is in tension with the distinct role of statutory law (as opposed to regulation) in a democratic society. Legislation is not simply a technology through which one achieves the smooth operation of governance. Rather, legislation is better understood as a ‘‘boundary object”: an information system through which members of different communities make …

Generating Personal Data And The Gdpr Conceptualizing, Analyzing, And Recognizing Generated Personal Data, Hideyuki Matsumi

Canadian Journal of Law and Technology

In 2014, to fight the littering problem, an environmental group posted portraits of potential litterbugs on public streets. The group extracted DNA from tossed cigarettes, coffee cups, or condoms, and generated the possible likeness of individuals whose DNA was found from these items in public. Similarly, in 2017, detectives working on a cold case sent DNA found at the crime scene of a homicide and sexual assault victim from 1990 to a company that claims it ‘‘can turn DNA into a face”. Subsequently, detectives published the ‘‘predicted face” in an attempt to solicit tips from the public. In 2020, they …

R-Ai-Sing Questions: Exploring The Ethical And Legal Landscape Of Artificial Intelligence-Generated Media Of Medicalized Children, Kristen Thomasen, Gregorio Zuniga-Villaneuva, Muhammed Mukadam, David Lysecki

Canadian Journal of Law and Technology

When it comes to complex medical care for children, even in a country like Canada with many publicly funded healthcare services, much of the necessary research and holistic support for children and families is financed through private donations. Fundraising campaigns for children’s hospitals and services are common, often featuring movie stars, professional athletes, and many child patients. A range of important charitable activities, providing comfort, services, and necessities such as food and accommodation to children and families, are carried out through fundraising and donations. Fundraising for children’s services is a multibillion-dollar global undertaking. What’s more, it is largely dependent on …

Game Face: Legal Tackle On Facial Recognition And Privacy Rights At Nfl Games, Shanthi E. Senthe

Canadian Journal of Law and Technology

The unprecedented rapid uptake of facial recognition technology (‘‘FRT”) in commercial and public spaces for data capture and surveillance has entrenched every aspect of our daily lives from mundane tasks, such as grocery store shopping to family and experiential moments, such as participation in spectator sports. As such, the rapid adoption and integration of FRT into sports security is reshaping aspects of sporting events and fan experiences, often without adequate consideration of privacy and ethical implications. Professional sports leagues, specifically the NFL, are in the process of adopting the use of this type of technology to enhance security measures, streamlining …

On Predicting And Stopping Dystopia, Evan Selinger, Woodrow Hartzog

Faculty Scholarship

Is it reasonable to be dystopian about how the future will likely unfold? We think so. For some time, we have been arguing that facial recognition technology is a perfect tool of oppression, and that its pernicious affordances are leading society down a slippery slope toward the evisceration of privacy by obscurity. This is a soft form of “determinism”—the notion that while technology is not an unstoppable force and the future is not preordained, there nevertheless are identifiable factors, such as the invitingness of affordances, human nature, and incentives that drive technology in certain directions and make some social outcomes …

Ai, Antitrust, And The Marketplace Of Ideas, Maurice E. Stucke

Fordham Law Review

No abstract provided.

Kodak To Deepfakes: Publicity Rights And Abuse Of Our Likenesses, Michael Goodyear

Other Publications

No abstract provided.

Outbound Investment Restrictions And International Law’S Challenge, Harlan Grant Cohen

Seattle University Law Review

The Outbound Investment Rule, restricting U.S. investment in certain Chinese advanced technology sectors, has largely been portrayed as an incremental measure, a modest extension to fill loopholes in the existing investment screening regime. But while perhaps the logical next step in the securitization of the economy, the Outbound Investment Rule actually reflects a momentous shift in the relationship between governments and business, one playing out in the United States and around the world and worth attention. Unlike traditional investment screening, the Outbound Investment Rule operates like a sanctions regime, designed not to protect the U.S. economy, but to hamper the …

Navigating Compliance In A Geopolitical Era: The Case Of Chinese Multinationals In The United States, Ji Li

Seattle University Law Review

This Article examines how Chinese multinational companies (MNCs) approach compliance in the United States amid deepening geo-political rivalry and intensified regulatory scrutiny. Drawing on original survey data, this Article maps variations in compliance structures, staffing, and governance mechanisms across Chinese firms and identifies key determinants such as industry-specific regulatory intensity, listing status, and organizational imprinting from headquarters. The analysis employs a dual institutional framework to explain how compliance systems emerge from the interplay between host-state regulatory demands and home-state institutional legacies, producing hybrid structures that blend local adaptation with headquarters-driven replication. Findings reveal that while certain compliance features—such as committee …

The Field Of International Business Transactions Law, Kathleen Claussen

Seattle University Law Review

This Article studies the evolution of the scholarly subfield referred to as the law of “international business transactions” (IBT). It reviews data on academic articles, courses, textbooks and other signifiers of the growth of this research area. Beginning around 1960, scholars began to use the term “international business transactions” and by the 1980s, several law schools were offering a course by that title. A handful of dedicated textbooks soon followed. These data reflect a gradual increase in research on the topic of IBT, particularly in the United States, but also considerable diversity of subject matters covered by those works. The …

Global Supply Chain Resilience In Emerging Technologies: A Case Study Of Bitcoin Mining, Kishanthi Parella, Carla L. Reyes

Seattle University Law Review

The United States has put into motion bold plans in critical and emerging technologies to bolster its national and economic security.  For example, the federal government created a national bitcoin strategic reserve and a stockpile of other cryptocurrency; while several states have committed to or are considering similar goals.  However, the security of these reserves is dependent on two types of supply chains within the Bitcoin mining industry: analogue supply chains, relating to the physical components needed for Bitcoin mining, and data supply chains, relating to the complex and layered logistical network of actors that create input into the software …

Volume 49 Masthead

Seattle University Law Review

Volume 49 Masthead

Restricting Data Flows Is A Sign Of Weakness, Nikolas Guggenberger

Seattle University Law Review

There has been a seismic shift in American attitudes toward the free flow of data across borders.  In less than a decade, the United States has transitioned from condemning barriers to digital trade to constructing a digital fortress of its own. It passed legislation requiring TikTok’s parent company to divest its U.S. operations or face a nationwide ban affecting 170 million U.S. users, citing national security concerns about its ties to China and the potential for data surveillance and content manipulation. Upon legal challenge by TikTok on First Amendment grounds, the Supreme Court affirmed the ban’s constitutionality. Recent federal legislation …

A Comparative Study Of Chinese And American Approaches To Shaping International Outer Space Law And Norms, Ariel G. Silverman

Seattle University Law Review

This article explores convergences and divergencies in the United States and PRC’s responses to the stalemate in the United Nations over the future of outer space resource governance. I do so by systematically analyzing these leading space-faring nations’ policy-positions and tactics deployed to shape norms around three substantive areas of outer space resource governance: rights of ownership and scope of utilization of space resources, mechanization of the “benefits sharing” principle, and the rights and responsibilities of the private sector. I theorize that these leading space-faring nations have adopted divergent approaches due to their differing historical relationships with international law and …

Kim Gyeong-Seok And The Origins Of Northeast Asia’S Corporate Accountability Movement For War And Colonialism, Timothy Webster

Seattle University Law Review

For the past three decades, a transnational reparations movement has unfolded across Northeast Asia. Hundreds of victims—assisted by attorneys, academics, and activists—seek remedies from Japan for various atrocities committed during World War II, colonialism, and other historical injustices.  They press their claims in street protests, legislative hearings, dramatic performances, and other fora.  The “comfort women” are the best known of these claimants; their global redress campaign ex-tends from noisy protests outside of Japan’s embassy in Seoul, to mute statues in raucous boroughs of Berlin.  More obscure, though larger in number, were the roughly one million Koreans who performed forced labor …

Table Of Contents

Seattle University Law Review

Table of Contents

Third-Party Funding: Balancing Transparency, National Security, And Access To Justice, Victoria Shannon Sahani

Seattle University Law Review

Many lawmakers who have recently become aware of the multi-billion-dollar global third-party funding industry are raising new national security concerns that further complicate preexisting, longstanding debates about transparency, disclosure, access to justice, and the best way to regulate third-party funding. In response, this Article briefly asserts three main points relating to the question of how best to regulate third-party funding. First, this Article explains the third-party funding industry, including its global regulatory landscape and how it serves three distinct populations: consumers, businesses, and law firms. Second, this Article explains that third-party funding is one tool that can help expand access …

Resilient Dispute Resolution Systems For International Energy Conflicts, Guillermo J. Garcia Sanchez

Seattle University Law Review

Energy-related conflicts are on the rise, spanning diverse issues such as the impacts of rare mineral mining on local communities, the impacts of sanctions on energy investments due to the Russia-Ukraine war, and the impacts of expanded subsidies on the electric vehicle and solar panel industries. Increasingly, companies, communities, and governments are clashing over the challenges of pursuing disparate and sometimes competing energy policies. This Article argues that dispute resolution mechanisms in the energy investment sector must be fundamentally rethought. Traditional semi-adjudicatory models, which focus on winners and losers, fail to accommodate the complex and multifaceted nature of contemporary energy …

Product Nationality And Corporate Identity, Trang (Mae) Nguyen

Seattle University Law Review

Global supply chains have long depended on a deceptively technical device: the attribution of a “nationality” to goods. A trade law principle, rules of origin assign products an “economic passport” that governs how they are treated at the border, including what markets they may enter and which tariff rates apply. In recent years, however, product nationality has taken on a new and far more ambitious role. As U.S. trade policy increasingly intersects with national security and human rights policy, policymakers rely on nationality-based measures to police supply chain linkages, curb geopolitical issues, and discipline firms for their links to forced …

“I Like My Eighteenth Century Fresh”: Geofence Warrants, General Warrants, And The Evolving Fourth Amendment, Alexa M. Mascaró

University of Miami Law Review

Almost 250 years ago, our Founding Fathers fought to create a nation free from the confines of British imperial rule. Outrage over governmental intrusions enabled by suspicionless general warrants and writs of assistance galvanized an American polity determined to prevent the abuses that had come to define colonial life. The Fourth Amendment was enacted as a response to executive overreach, and it was deeply informed by the fraught history that led to its adoption—a history that is still used by courts today to define constitutional protections.

In the digital age, the rapid speed of technological innovation has created a precarious …

Genomic Surveillance: Your Dna Is Not Neutral, You Don’T Even Own It., Uri Kim

Mitchell Hamline Law Journal of Public Policy and Practice

No abstract provided.

Bridging The Digital Divide: The Role Of Evolving Space Law In Ensuring Equitable Access And Ethical Use Of Climate Data, Caitlin B. Riordan

Indiana Journal of Law and Social Equality

No abstract provided.

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.

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 …

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 …