Science and Technology Law Commons^™

Avoiding Dupe Process, Kevin Frazier

Northern Illinois University Law Review

Advances in artificial intelligence (AI) combined with increased documentation of human overreliance on AI recommendations demands a reexamination of content moderation processes. Social media platforms—reacting to internal values, social pressure, regulatory mandates, or some combination of all three—have carried over procedural due process norms to content decisions. One common procedural protection is a “human-in-the-loop” (HITL) requirement. These requirements insist that a human provide some oversight role prior to an automated decision becoming final.

A review of the core values of due process—namely, accuracy, fairness, legitimacy—and the nature of hybrid decisional frameworks—those that involve AI and human inputs—show that HITL requirements …

The Emerging Danger Of Ai-Generated Child Sexual Abuse Material And An Unprepared Criminal Code, Jessica L. Terkovich

Northern Illinois University Law Review

The development and dissemination of child sexual abuse material (“CSAM”) using artificial intelligence (“AI”) is becoming easier and easier with technological advancements. This Article argues that traditional child pornography statutes should be extended to encompass fully AI-generated images. The Article outlines the history of the nation’s current federal CSAM laws and details the results of a nationwide survey of statutes which determined that few states have effective laws on the books regarding AI-generated CSAM. This Article also offers recommendations for constructing effective laws against AI-generated CSAM and concludes that harm comes from the very existence of CSAM, no matter how …

The Impact Of Artificial Intelligence On Access To Justice: Predictive Analytics And The Legal Services Market, Matthew Dylag

Dalhousie Law Journal

This paper examines how developers of predictive analytics—a technology using artificial intelligence (AI) to predict the outcomes of legal disputes—position their product vis-à-vis access to justice. In particular, it examines how two companies market their software to better understand how this technology is being integrated into the legal services market and to comment on the software’s potential impact on access to justice. The first part of this paper reviews the access to justice landscape and examines existing critiques of AI supported technology from an access to justice perspective. The second part briefly outlines the scope and design of the study, …

Techno-Geopolitics And Semi-Conductor Chokepoints: Beyond The Us-China Wto Dispute, Han-Wei Liu, Ching-Fu Lin

Research Collection Yong Pung How School Of Law

Much ink has been spilled on the US-China tech and trade war, particularly the role of US export controls in containing China and preserving America’s tech dominance. Less attention, however, has been paid to other critical nodes in the global semiconductor supply chain – Taiwan, South Korea, Japan, and the Netherlands – which we coin as ‘chokepoint economies’. Taiwan alone produces over 90% of the world’s most advanced chips, vital to the digital age and the future of AI in the Indo-Pacific and beyond. Using Taiwan as a case study, this paper shows how chokepoint economies navigate competing pressures amid …

The Complex Interplay Between Intellectual Property And The Right To Science, Peter K. Yu

Faculty Scholarship

In April 2020, the U.N. Committee on Economic, Social and Cultural Rights released General Comment No. 25, which provides an authoritative interpretation of the right to science—a right that has hitherto not received much attention. In light of this publication and the recent celebration of the 75th anniversary of the Universal Declaration of Human Rights, this article examines the complex interplay between intellectual property and the right to science, with a view toward the human rights challenges brought about by both the COVID-19 pandemic and the arrival of generative AI.

The article begins by documenting the historical evolution of the …

Facial Recognition Ai, Margaret Hu

Faculty Publications

The integration of algorithmic decisionmaking and artificial intelligence (“AI”) into facial recognition technology poses new, unprecedented risks to privacy and individual autonomy rights, particularly in urban settings. The murder of Brian Thompson, CEO of UnitedHealthcare, in New York City on December 4, 2024, provides a timely case study to examine the deployment of facial recognition systems by the New York Police Department and other law enforcement agencies to identify the suspect. New York City deploys some of the most sophisticated surveillance architecture in the nation, put into place following the terrorist attacks of September 11, 2001. This Article explores the …

Facial Recognition Technology: The Case For Comprehensive Federal Oversight, Christopher Hart

Journal of the National Association of Administrative Law Judiciary

This article will argue that regulations for government agency use of FRT should be stringent and limit the exploitation of personal biodata in the private sector. Instead of creating a new agency, Congress could expand an existing agency’s responsibility by granting it regulatory power over facial recognition technology. First, this article will seek to delineate the contours of facial recognition technology and its contemporary application within the United States. Then, this article will analyze the intricacies of FRT in both the public and private sectors. Within the public domain, specific attention will be devoted to discussing the use of FRT …

Foia And The Use Of Ai In Government: Freedom Of Information Or An Empty Promise Of Openness?, Ronald L. Capaldi

Journal of the National Association of Administrative Law Judiciary

No abstract provided.

How Experts View The Legal System's Use Of Scientific Evidence, Shari Seidman Diamond, Richard Lempert

Articles

Legal scholars and courts frequently write about how scientific evidence is vetted and presented in legal proceedings, but the views of experts themselves have received little attention. Our research aims to fill that gap. This paper reports some of what we learned from a series of surveys we conducted, beginning with a survey in 2016 of scientists who had been elected to membership in the American Academy of Arts and Sciences.3 Subsequent surveys were directed to subscribers of the journal Science who identified as scientists and engineers and to self-identified experts who advertised their availability as experts to lawyers or …

Selected Artificial Intelligence Provisions In U.S. Fiscal Year 2025 National Defense Authorization Act, Bert Chapman

Libraries Faculty and Staff Presentations

The 2025 Fiscal Year National Defense Authorization Act contains multiple provisions relating to artificial intelligence (AI). These congressionally mandated provisions direct various sections of the Department of Defense (DOD) and individual U.S. armed service branches to execute congressional intent for AI policymaking. Examples of such intent include identifying and planning DOD's AI workforce, demonstrating AI biotechnology applications for national security, improving the human usability of AI systems, and establishing an AI security center. This presentation will note that reports on these initiatives must be prepared for relevant congressional oversight committees, and, in many cases, are in many cases, publicly released …

Requiem For The Eu: The Internal Costs Of The Brussels Effect And The Digital Services Act As Case Study, Jordan Smith

The Journal of Business, Entrepreneurship & the Law

The high levels of regulation of the European Union (EU) have been praised as a means of maintaining Europe’s relevance and influence on a global scale, which Professor Anu Bradford has termed “the Brussels Effect.” However, these pervasive regulations can also be characterized as roadblocks to Europe’s own economic growth and threats to its own commitment to democratic values. This paper will survey several ways in which Europe’s pervasive regulations are impacting its long-term wellbeing and then specifically examine a new EU regulation in the tech sector: The Digital Services Act.

Montana Environmental Information Center V. Montana Department Of Environmental Quality, Alexis Karbowicz

Public Land & Resources Law Review

No abstract provided.

Institutional Constraints And The Ai Automation Gap: A Case Study Of Proposal Evaluation In Federal Ict Procurement At U.S. Customs And Border Protection, Farhan Bin Amjad

Harrisburg University Dissertations and Theses

This research investigates the institutional constraints shaping the adoption of AI-assisted proposal evaluation in federal ICT procurement, using U.S. Customs and Border Protection (CBP) as a case study. Although AI tools are increasingly used by contractors to generate proposals, their integration into government evaluation processes remain limited. Using institutional theory as an analytical framework, this study examines how regulative rules, normative expectations, and cognitive assumptions jointly reinforce a risk-averse procurement culture that inhibits automation. Through a mixed-methods approach—comprising policy analysis, procurement data from FPDS and USAspending.gov, and an elite interview with a CBP contracting officer—the research identifies key barriers to …

America’S Rampant Gun Epidemic: How 3d Printers Are Only Adding Fuel To The Fire, Haley Lustbader

Journal of Law and Policy

The assassination of the United Healthcare CEO in December of 2024 captivated national attention, specifically over the killer’s use of a homemade three dimensional (“3D”) printed gun. The use of 3D printing poses a breadth of opportunity for useful and valuable innovation across a variety of fields, such as allowing advancements in medical technology. However, with technology expansion comes associated risk and, in this case, that risk is the potential for increased presence of illegal firearms. Anyone with access to a 3D printer can download the necessary files and print weapon parts to create their own unregistered, untraceable firearms, including …

Unveiling The Underbelly Of Artificial Intelligence: The Inadequacies Of The Legal System With Regard To Victims Of Nonconsensual Sexual Deepfakes, Zilana Lee

Journal of Law and Policy

Artificial intelligence-powered deepfake technology has ushered a new era of digital sexual abuse, allowing for the seamless fabrication of explicit images that violate bodily autonomy with alarming realism. With little more than a photograph scraped from social media, individuals can use AI tools to fabricate hyper-realistic nude images and pornographic videos of people without their consent. These nonconsensual sexual deepfakes are rapidly spreading online, often going viral before victims are even aware of their existence. The technology can affect anyone, but women and girls remain disproportionately targeted. Recent incidents involving minors highlight both the reach and severity of this harm. …

Automation Mismatch: How Contractor Ai Adoption Challenges Institutional Procurement Norms At U.S. Customs And Border Protection (Cbp), Farhan Bin Amjad

Beyond the Project Horizon: Journal of the Center for Project Management Innovation

This letter explores a growing strain in the U.S. federal procurement: the automation mismatch between AI-powered proposal development by contractors and the regulation-bound evaluation systems at agencies like U.S. Customs and Border Protection (CBP). Tools like Vultron and Unanet AI have enabled federal contractors to increase proposal submission volume, yet institutional constraints such as data sensitivity, budget limitations, and cultural barriers have hindered equivalent modernization on the government side. This article leverages institutional theory and prior research to analyze this disparity, highlighting how legal and cultural factors limit AI integration in procurement. Detailed analysis of these regulatory and cultural influences …

Ai Inventorship: Recognizing The True Inventors Requires Change, Nicholas Scambia

St. John's Law Review

(Excerpt)

The Analytical Engine was conceived almost two hundred years ago—a general-purpose programmable computing engine which had essential features resembling a modern-day computer. While truly a marvel for its time, the Analytical Engine lacked the ability to perform functions on its own, as it was only able to do tasks for which it was programmed.

Today, artificial intelligence (“AI”) has become increasingly popular and powerful and is projected to keep growing. AI demonstrated its autonomous strength to the whole world on national TV when IBM’s Watson competed on Jeopardy!, beating the game show’s legends Ken Jennings and Brad Rutter. Since …

Robots And (Indian) Reservations: A Jurisdictional Nightmare Waiting To Happen, Adam Crepelle

Northwestern Journal of Technology and Intellectual Property

Advances in artificial intelligence are expanding the possibilities of robots. Indeed, robots are now engaging in numerous activities previously thought to require human cognition, such as driving cars and diagnosing diseases. Scholars have published numerous articles examining the intersection of law and robots across myriad fields. However, legal scholarship has yet to explore the relationship between robots and federal Indian law. This is a significant oversight because there are 574 federally recognized tribes and over fifty-six million acres of Indian country. Thus, legal issues involving tribes and robots are inevitable. This is the first law review article dedicated to exploring …

Who Holds The Hammer? A Private Ordering Framework As The Key To Carpenter’S Privacy Puzzle, Matthew Green

Northwestern Journal of Technology and Intellectual Property

This Note builds on the Supreme Court’s reasoning in Carpenter v. United States, suggesting that its technology-specific approach may be insufficiently elastic to address the complexities of modern data privacy. Through an analysis of several exemplars, this Note advocates for a private ordering framework—where data collectors respond to consumer expectations of privacy through self-regulating practices—as a more adaptive and effective means of safeguarding digital privacy. This approach preserves the third-party doctrine while reducing the burden on courts to draw technological boundaries in a rapidly evolving digital environment.

Learning From Emerging Technology Governance For Guiding Quantum Technology, Gary Marchant, Rida Bazzi, Diana M. Bowman, Justin Connor, Royal Aubrey Davis Iii, Eunmi Kang, Kaniah Konkoly-Thege, David Q. Liu, Susanne Lloyd-Jones, Kayleen Manwaring, Lyria Bennett Moses, Megan Wagner, Sarah Wastek

Richmond Journal of Law & Technology

Quantum technology is often described as the “next big thing.” But the past few decades have brought us a series of next-big-things in technology, and we have accumulated enough experience now to extract some lessons and recommendations from our recent history of technology governance. That is what this article seeks to do. This article first explains what quantum governance is and why people expect it to be such a big deal. The article then describes the existing limited regulations for quantum technologies and then discusses some key governance challenges that quantum technologies are expected to present. Then, the article provides …

Children’S Privacy In Xr Applications – A Rights-Based Approach, Witzleb, Normann

Santa Clara High Technology Law Journal

In the extended reality (XR) of Metaverse applications, several innovative technologies converge and interconnect to blur the lines between the digital and physical worlds. The seamless operation of XR applications requires the collection and processing of huge quantities of data, including personal data, to give users a truly immersive virtual experience. One of the major intended user groups of the Metaverse are children, who increasingly use XR spaces to learn, play, create content, and engage in a wide range of other activities. This article considers the challenges to safeguarding children’s privacy in this evolving digital landscape and makes recommendations for …

The Rising Returns To R&D: Ideas Are Not Getting Harder To Find, Yoshiki Ando, James Bessen, Xiupeng Wang

Faculty Scholarship

R&D investment has grown robustly, yet aggregate productivity growth has stagnated. Is this because “ideas are getting harder to find”? This paper uses micro-data from the US Census Bureau to explore the relationship between R&D and productivity in the manufacturing sector from 1976 to 2018. We find that both the elasticity of output (TFP) with respect to R&D and the marginal returns to R&D have risen sharply. Exploring factors affecting returns, we conclude that R&D obsolescence rates must have risen. Using a novel estimation approach, we find consistent evidence of sharply rising technological rivalry. These findings suggest that R&D has …

No Lawyer, No Jail: A Critical Case Study Of Pragmatism And The Flaws Of “Purposeful” Decision Making In Argersinger V. Hamlin, Alisa Smith, Sarah K. Stice

Seattle University Law Review

By releasing conference notes and internal communications, Supreme Court Justices provide insight into the otherwise private decisionmaking process, shedding light on how case outcomes and legal reasoning are framed and negotiated. The watershed case of Argersinger v. Hamlin (1972) extended the constitutional right to counsel to some, but not all, misdemeanor defendants. The case was argued twice, and the Court relied on empirical and authoritative sources to answer complex and practical questions about requiring counsel. This case study employs critical discourse analysis to uncover what influenced the Justices’ decisions and how they framed, shaped, and constructed social realities to foreground …

The Race To Erase: Destruction Of Government Documents Undermines Freedom-Of-Information Laws, Frank D. Lomonte

Seattle University Law Review

In August 2019, reporters with Chattanooga’s daily newspaper, the Times Free Press, filed what seemed to be a routine request for access to emails and other public records held by their local county government. The seemingly unremarkable request set the newspaper’s staff on a months-long journey of unpleasant surprises. The first was a demand to pay the county $717 in advance before being allowed to inspect the documents. The second was that—during prolonged haggling over the fee assessment— the county attorney’s office simply destroyed almost all of the disputed records. Third, and most glaringly, the journalists discovered that Tennessee law …

When You’Re Arrested For A Felony In Seattle, You’Ll Meet Me., Austin Field

Seattle University Law Review

In this Essay, Austin Field, a practicing public defender, uses a first-person perspective to describe what it is like to meet a criminal defendant for the first time. He explains the process from start to finish, detailing everything from the way he introduces himself to how bail works.

"I’ll ask you for your name. Most of the time, you tell me. I check your name against my list. On any given day I’m supposed to interview between five and fifteen people. I have a lot of questions for you. We only have about ten minutes."

The Public Square In A Private-Property Obsessed Country: What New York City’S Pops Regulations Get Right And Why Other Cities Should (Mostly) Copy Them, Carson Mcgregor

Seattle University Law Review

When New York City (NYC) was first becoming the metropolitan monolith it is today, it had a problem: the city streets were chock full of skyscrapers, and sunlight, air, and usable open space were at a premium. In response, the City promulgated its first Privately Owned Public Spaces (POPS) regulations, which allowed developers to build skyward in exchange for providing public space on the street level. Unfortunately, in July of 2023, the New York Times (NYT) discovered that New Yorkers received only a fraction of what they were promised. Building owners received billions of dollars’ worth of added floor space, …

Volume 48 Masthead, Seattle University Law Review

Seattle University Law Review

Volume 48 Masthead

Defining Deference: Impacts Of Abandoning Chevron On Emerging Technology Governance And Administrative Law, R. Aubrey Davis Iii

Seattle University Law Review

Emerging technologies, particularly Artificial Intelligence (AI), often lead to unforeseen legal outcomes. Notable abuses in areas such as facial recognition, employment bias, and housing discrimination are well known. However, legislative responses to these issues either have been largely reactive or there has been no legislative response at all. In lieu of legislation, agencies have sought to fill the gap. For example, the Federal Communications Commission (FCC) recently proposed a rule mandating voter notification for all AI-generated political phone calls citing the Telephone Consumer Protection Act (TCPA) of 1991 as authority. However, the TCPA was originally passed to curtail telemarketing, not …

Intellectual Property Or Modern Folklore? The Problem With Open Gaming Licenses In Tabletop Gaming, Rosie Midget

Seattle University Law Review

This Note addresses how courts and legislatures should address “Open Gaming Licenses” commonly attached to tabletop roleplaying games (TTRPGs), which game publishers use to promote a false image of accessibility—misleading consumers and building goodwill from the misunderstanding. Part I discusses what TTRPGs are, including the defining features of the hobby and culture surrounding it, as well as the unique interplay between publishers and players. Part II explores the question of which elements in a TTRPG system may be subject to copyright protection. Part III examines these elements in practice using Wizards of the Coast’s Dungeons and Dragons TTRPG as a …

Modern Day Colonialism Through HawaiʻI’S Quiet Title And Partition Laws, Cheyann Fujii

Seattle University Law Review

This Note will attempt to highlight important aspects of Hawaiian history to provide readers with a clear picture on how Native Hawaiians are still impacted by colonialism, specifically when plaintiffs bring a quiet title or partition action against Native Hawaiian owners of kuleana lands. Before colonization, the concept of private land ownership did not exist in Hawai‘i, and Native Hawaiians adopted a feudal system by dividing land into geographical areas. Missionaries and businessmen brought Western ideas to Hawai‘i and influenced legislation such as the Great Māhele and the Kuleana Land Act of 1850, which solidified the concept of private property. …