Science and Technology Law Commons^™

The Obverse-Turing Test: Rethinking Authorship, Trust, And Time In An Accelerated Age, Michael J. Miller, Chatgpt (Ai~Nesbo+)

Psychology

In this paper, we propose a new test for scientific accountability in the era of artificial intelligence: the Obverse Turing Test for Authorship. While the traditional Turing test focuses on a machine's ability to mimic human intelligence, our test addresses the question: when should a scientific contribution involving artificial intelligence be attributed joint authorship? We argue that more and more authors are using AI in the idea generation and elaboration stages of their work, but rarely acknowledge this use explicitly. To examine this gap, we analyze examples of human–AI interactions across fields and propose a new approach to authorship based …

Human Rights On Pause: Assessing The Cbp Digital Metering Process And Obligations Of Non-Refoulement Beyond Borders, Brandon Delia

Journal of Law, Technology, & the Internet

Migrants are once again being told to wait in line before seeking their right to the asylum process. In 2023, the Biden administration introduced the CBP One app as a new requirement for asylum seekers approaching the US-Mexico border. Not long after, it evolved into a strict legal prerequisite where without a CBP One appointment, migrants faced either immediate turnbacks or, if they nonetheless attempted to seek asylum defensively after entry, expedited removal and a potential five-year bar on reentry. Those who managed to register often waited months in cartel-controlled border towns, risking extortion, kidnapping, or worse. Paired with CBP’s …

Artificial Intelligence And Automated Decision-Making In Employment: The Future Of The Embattled Disparate Impact Theory Of Discrimination Under Title Vii, Daniel S. Alcorn

Journal of Law, Technology, & the Internet

Artificial intelligence now makes core employment decisions—from resume screening and video interviews to promotion and termination—yet Title VII’s disparate impact doctrine was built for paper tests, not black-box models. This Article argues that, while under attack by the Trump Administration and a minority of the U.S. Supreme Court, disparate impact remains indispensable but increasingly inadequate without adaptation. We show how algorithmic opacity frustrates causation, vendor delegation diffuses liability, predictive-accuracy claims distort “business necessity,” and trade-secret barriers impede proof of less-discriminatory alternatives. Drawing on emerging U.S. and comparative regimes, we propose a practical toolkit: (1) treat the algorithmic system as the …

A Law Enforcement Paradigm For The New Form Of Money, Jim Harper

Journal of Law, Technology, & the Internet

Over the last two centuries, transfers of money have evolved from movements of tangible things to digital communications events. Over the last half-century, financial surveillance law has taken root. The product of the two trends is a comprehensive, global financial surveillance regime that has substantial costs in both dollar terms and in values such as privacy, free speech, and autonomy. Those costs appear to vastly outstrip the benefits of such surveillance. Along with its infirmity as policy, general financial surveillance stands on shaky constitutional ground in the United States. It impedes the full development of digital forms of money and …

Exploit Machina, Andrea Matwyshyn

Faculty Scholarship

Over half a century ago, Hannah Arendt cautioned us to “think what we are doing” when we build new technologies. Engaging with her counsel and a set of historical case studies, this Article frames what it calls exploit machina problems. Exploit machina refers to situations where broken technologies and broken governance combine to irreparably harm the public. In other words, exploit machina involves organizational choices to knowingly leverage technology as part of legally problematic conduct, including various forms of fraud. In the language of data science, exploit machina situations implicate strategic decisions in building and managing artificial intelligence (AI); they …

The Apathy Economy: Patents, Advertising, And Consumer Indifference, Gavin J. Milczarek-Desai, Derek E. Bambauer

Cardozo Arts & Entertainment Law Journal

Patents function as signals as well as rights to exclude. They inform competitors, investors, employees, and consumers about the invention and its owner. How this information affects consumers is not well understood. Existing studies disagree about how advertising a product or service as patented, or patent pending, affects the price consumers will pay. This Article offers the first major empirical study of that question andfinds that consumers behave with surprising rationality: they will not pay any price premium for a patented product. A product's patent status conveys little information about whether it is superior to competing offerings. The results hold …

Monitoring, Oversight, And Learning In Medical Ai, W. Nicholson Price Ii

Articles

When medical AI errs, it often goes unnoticed. If there’s a specific patient injury, and the link to AI is obvious, that problem might be reported to the Food and Drug Administration (FDA), but not always. And many other types of problems, like worse performance on specific groups or ineffective integration into health system workflows, simply don’t fall within the contours of regularized reporting. Even if they are noticed by the health system—far from a given—there’s no obvious way to share that information more broadly. Against this backdrop, there are justified calls for better oversight and reporting. But there’s the …

The Shifting Economics Of Influencer Sponsorship Disclosures, Uri Y. Hacohen

Cardozo Arts & Entertainment Law Journal

Conventional wisdom holds that disclosing influencer sponsorship diminishes advertising's effectiveness by triggering consumer skepticism. Responding to this perceived transparency gap, regulators have adopted mandatory disclosure regimes to address a perceived market failure: the divergence between private commercial incentives and the public interest in transparency. This Article challenges that assumption. Drawing on a large-scale social media experiment (N=600), it demonstrates that disclosures not only increase consumers' recognition of advertising but also improve their attitudes toward both influencers and brands, while significantly boosting their willingness to share promotional content. These empirical results are further supported by a comprehensive synthesis of the emerging …

Seeing Is Believing? Deepfakes In Financial Markets, Hadar Y. Jabotinsky, Michal Lavi

Cardozo Arts & Entertainment Law Journal

An AI-powered tool recently mimicked Warren Buffett's image and voice so convincingly that even his own family could have been deceived. This striking example highlights the transformative potential of voice cloning and deepfakes. This innovative technology leverages artificial intelligence (AI) to create hyper-realistic audio and video content. By blurring the boundaries between authenticity and synthetic creation, deepfakes make it possible to fabricate moments that never occurred. Recent advancements in AI and user-friendly software have made deepfakes more accessible andfurther contributed to the proliferation of deepfakes, enabling even individuals with minimal technical skills to produce compelling deepfakes at little to no …

Beyond Digital Pessimism: How A Focus On Trust Can Enhance Eu Digital Law, Neil Richards, Woodrow Hartzog, Claire Boine, Lea Despotis

Faculty Scholarship

Lawmakers looking to foster technological innovation on the European market are adopting laws they hope will promote consumer trust in digital products. Their strategy can be broken down into three components. First, they aim to empower consumers to choose how much data they want to share with companies through an express consent framework. Second, they seek to avoid harms from digital products through product safety law such as adapting the Product Safety Regulation to digital products or adopting the AI Act. Third, they endeavor to prevent manipulation of consumers through digital means.

In this essay, we argue that while laudable, …

Uncorrected, Janet Freilich, W. Nicholson Price Ii

Faculty Scholarship

In addition to making rules and deciding outcomes, the legal system generates, curates and shares information. When the system gets rules and outcomes wrong, it is obviously a problem, and much effort (and scholarly attention) goes into identifying those mistakes and fixing them. But the system also gets information wrong; a problem mostly overlooked by policymakers and scholars. Those information mistakes matter too: they are prevalent and harmful. We show here that even when the mistakes are widely known and the errors broadly acknowledged, the information very often goes uncorrected. As a result, people make decisions based on bad information …

Against Ai Half Measures, Woodrow Hartzog, Neil Richards, Ryan Durrie, Jordan Francis

Faculty Scholarship

So far, U.S. consumer protection policy for artificial intelligence (AI) accountability has largely consisted of industry-led approaches such as encouraging transparency, mitigating bias, promoting principles of ethics, and empowering people. These approaches are vital, but they are only half measures. To bring AI within the rule of law, lawmakers must start drawing substantive lines.

In this Article, we identify four AI regulatory approaches to consumer, data, and democratic harms as half measures. First, transparency does not produce accountability on its own. Second, while mitigating bias in AI systems is critical, even unbiased systems are a threat to the vulnerable. Third, …

Obscurity And The Fallacy Of No Privacy In Public Information, Woodrow Hartzog

Faculty Scholarship

The main thesis of this chapter is that because there are so many different possible interpretations of ‘public information’, the concept cannot be used to justify data practices and surveillance without first articulating a more precise meaning that recognises what is at stake. By disposing of the myth that there is an objective and dispassionate concept of public information, judges and lawmakers can clear the way for information rules based on overt value choices. In short, if the concept of ‘public’ is going to shape people’s social and legal obligations, its meaning and neutrality should not be assumed.

My argument …

Quantum Ai And The Future Of Corporate Law, Michael R. Siebecker

Cardozo Law Review

As quantum computing and AI surge toward mainstream adoption, how corporate directors satisfy their duties of care and oversight requires some fiduciary recalibration. The current fiduciary framework that allows directors to escape liability absent “gross negligence” or “utter failure” in oversight may no longer be defensible in a world where advanced analytics offer unprecedented capacity to model, monitor, and foresee significant corporate risks. Behavioral economics makes clear that humans (including corporate managers) remain vulnerable to a variety of biases and heuristics shortcuts in decision making. Technological evolution provides the means to correct such cognitive distortions if boards take an active …

Hallucinated Legal Presentations In Civil Trial Courts, Jeffrey Parness

Cardozo Law Review de•novo

Increasingly, hallucinated legal presentations are being discovered and sanctioned in U.S. federal and state civil trial courts. Such presentations encompass papers that are signed, filed, submitted, or advocated, which contain nonexistent legal sources, whether case precedents, statutes, court rules, administrative regulations, or otherwise. These presentations may be discovered by judges, presenting lawyers, opposing lawyers, unrepresented parties, or witnesses.

Information Law Pluralism, Hannah Bloch-Wehba

Faculty Scholarship

Information-intensive activities are reshaping political, social, and economic institutions. As they respond to these shifts, legislators and regulators are embracing information as a regulatory device for tech. Far from limiting themselves to public disclosure, consumer notice, and other traditional mechanisms of fostering transparency and information flows, however, legislators are using other, more nuanced tools to incentivize regulated entities to obtain, generate, and share information.

This Article maps the landscape of the emerging information-based regimes for regulating tech and assesses their conceptual and practical implications. It canvasses an extensive set of recently enacted laws regulating the information economy and shows that, …

Equal Justice & Generative Ai, Milan R. Markovic

Faculty Scholarship

The United States has long suffered from unequal access to justice, with countless low-and middle-income Americans forced to navigate the legal system alone. Recently, prominent judges, lawyers, and scholars have seized on generative AI as a potential corrective. These techno-optimists maintain that ChatGPT and other large language models can demystify the law and address unmet legal needs. Chief Justice John Roberts has proclaimed that AI-based tools "have the welcome potential to smooth out any mismatch between available resources and urgent needs in our court system."

Although AI will be an increasingly important source of legal assistance for underserved populations, the …

Rebooting Administrative Enforcement For The Information Economy, Nina-Simone Edwards

Library Scholarship

This concept paper considers how to strengthen the enforcement of public mandates to deter harmful practices and business models. The paper offers principles for reinvigorated enforcement such as enhanced visibility, the increased use of design as a remedial lever, and personal responsibility for responsible individuals, not only the corporations that employ them.

To advance these principles, we call for new or amended laws that require companies to document how policy becomes code, grant agencies authority to order design changes to products and services, create pathways for charging responsible individuals, and cabin some forms of prosecutorial discretion. We would support these …

Legitimacy And Accountability In The Information-Era Administrative State, Nina-Simone Edwards

Library Scholarship

The current assault on administrative institutions and the rapid influx of automated “solutions” have exacerbated the problems of a system that was already buckling under the strains of functional opacity, technical opacity, unequal access and influence, process proliferation and paralysis, and inaction. An overarching reason for the legitimacy and accountability challenges confronting the administrative state is a paradigm for administrative legitimacy and accountability that is court-centered and no longer fit for purpose.

In this concept paper, we describe two core requirements of legitimacy and accountability–which, as we will explain, are interdependent concepts–and then articulate three component requirements–transparency and demystification, care …

Corporate Cybersecurity Governance: Director Liability Under Europe’S Nis2 Directive And The Emerging Fiduciary Duty Of Proactive Cybersecurity Oversight, Stacey B. Barrack

American University Business Law Review

This Comment examines the implications of the European Union’s Network and Information Security 2 Directive (“NIS2”) on corporate cybersecurity governance, with a particular focus on the fiduciary duties of directors in multinational corporations operating in the United States. The NIS2 Directive, adopted in 2023 and currently being transposed into national law by EU member states, mandates that boards of directors must directly approve and oversee—and can be liable for—the cybersecurity risk management measures taken by their companies. 

This Comment delves into the intersection of NIS2 with Delaware corporate law and examines how NIS2 influences the fiduciary duty of oversight for …

Blame It On The Algorithm (But Sue Them Both): Joint Enterprise And Agency In Ai-Driven Hiring Discrimination, Khushi Palan

American University Business Law Review

The proliferation of artificial intelligence (AI) in hiring processes has created a significant accountability gap in employment discrimination law. While federal statutes like Title VII of the Civil Rights Act, the Americans with Disabilities Act, and the Age Discrimination in Employment Act focus on finding liability for traditional employers, they fail to adequately address the unique role of third-party AI vendors whose algorithms often drive discriminatory outcomes. This Comment examines the emerging legal landscape through the lens of Mobley v. Workday, where the District Court for the Northern District of California recognized that AI vendors can function as “agents” of …

Regulating Robotaxis, Bryant Walker Smith, Matthew T. Wansley

Articles

In several sunbelt cities, commercial robotaxi service has arrived. The leading robotaxi company is providing over 400,000 trips per week. The industry claims that robotaxis will save lives and provide convenient and affordable mobility. Critics counter that they will increase congestion, undermine transit, and subject the public to ubiquitous surveillance. We argue that the social impact of robotaxis depends on how they are regulated. We emphasize two points missing from the debate. First, some of the benefits of robotaxis may be political rather than technological—some longstanding public policy goals may become viable in a robotaxi world. Second, letting one private …

Desperately Seeking Non-Judgmental Supports: Young People’S Perceptions Of Adult Responses To Technology-Facilitated Harms, Alexa Dodge, Kaitlynn Mendes, Christopher Dietzel, Suzie Dunn

Articles, Book Chapters, & Popular Press

Young people around the world are increasingly impacted by technologyfacilitated harms, yet research shows that teens often do not seek help from adults in their lives to deal with these harms. This article draws data from 25 focus groups with 146 young Canadians (aged 13–18) as they explain why they are reluctant to seek adult help when experiencing technologyfacilitated harms. Young Canadians consistently said that adults speak to them in ways that are judgmental, emotionally reactive, and disempowering. To make them more likely to seek help from adults, young people want adults to avoid scare tactic approaches, listen to their …

Data Rights For Workers, Pauline Kim, Rachel Leavitt

Scholarship@WashULaw

Workers are subject to immense amounts of data collection on the job, and the algorithmic management tools built with that data can produce negative effects, including deskilling jobs, unstable work hours, reduced wages, and dangerous and degrading working conditions. Workers thus have significant interests how their data are collected and used, and yet they have been excluded from nearly all the recently enacted or proposed data protection laws. Their exclusion stems from data protection’s roots in privacy law and theory, which primarily focused on consumers as data subjects. Current data protection laws, even if expanded to cover workers, would provide …

Space Enterprises As International Lawmakers: Nudges, Pledges, And Other Bottom-Up Modalities, Melissa (M.J.) Durkee

Scholarship@WashULaw

Private entities are influencing the development of international space law. Space enterprises need regulatory certainty and consistent standards to attract capital and develop their plans for space. Yet, states have lagged in their capacity to make multilateral international space law in traditional public fora. Private entities have responded to this legal lag by attempting to create, develop, and nudge international space law in commerce-friendly ways. This chapter surveys a variety of modalities by which commercial actors can affect the development of international law, offers several examples of how commercial lawmaking efforts

Seven County Infrastructure Coalition V. Eagle County, Craig A. Rigdon

Public Land & Resources Law Review

The National Environmental Policy Act of 1969 is a landmark in United States environmental law. For more than half a century, under its authority, all federal agencies contemplating proposed actions that pose significant environmental impacts have incorporated an analysis of those impacts into their decisions. These analyses provided an avenue for opponents to challenge an agency’s final decision in federal court. Earlier this year, the Supreme Court issued a “course correction” to rein in the disparate approaches that the lower courts had applied to cases challenging federal agency decisions on NEPA grounds. The unambiguous guidance the Court lays out for …

Did Anderson V. Tiktok Get It Right? Holding Social Media Providers Accountable For Harm To Adolescents, Allison Mitton

BYU Law Review

When dangerous social media challenges go viral and cause harm to adolescents and young children, should the platform be held liable for pushing that content? As it currently stands, Section 230 of the Communications Decency Act of 1934 prevents this from happening. However, Anderson v. TikTok—a recent suit brought on behalf of a ten-year-old girl who died after asphyxiating herself while participating in the viral “Blackout Challenge”—seeks to change that.

The Third Circuit court in Anderson held that social media algorithms should be considered first-party speech, or the platform’s own expressive activity, rather than third-party speech, displaying its users’ expressive …

A Bottom-Up Approach To Ai Facial Recognition Technology Wrongful Arrests And Subsequent 42 U.S.C. § 1983 Actions, Marty Ishmael

University of Cincinnati Law Review

No abstract provided.

Influencing The Meteoric Rise Of Ai: Centering Ethics, Law, And Society In Urgent Policy Reform, Erin L. Shah Mspm, Heath A. Clark Mba, Xarlene B. Choi Bs, Garrett K. Chan Phd

The Guardianship Journal

Artificial intelligence (AI) represents a transformative technological advancement with the potential to yield extraordinary societal benefits while simultaneously introducing significant potential harms to individuals, governments, and society. The adoption of AI has outpaced the ability of society to collectively and cohesively respond through the implementation of adequate regulatory guardrails. While AI presents novel benefits and challenges, the broader dynamic of responding to new, uncharted technologies has historical precedence. The article's methodological approach employed empirical research using law articles and policies. As such, the article explores the benefits, challenges, and actual or potential harms in three business sectors: business and finance, …

The Role Of Artificial Intelligence In Reducing Internet Crimes Against Children, Malyssa Shaw

Student Scholar Symposium Abstracts and Posters

When generative artificial intelligence (AI) first surfaced and broke into the public sphere, my immediate concern was in its development, implementation, and harmful applications. I was not surprised when deepfake technology rapidly advanced alongside these new developments and impacted women and children worldwide. Disproportionately, they have been made victims of intimate media forgery as early as the 1990s, with an unprecedented uptick in recent years as a direct result of these developments. In response, I wrote "Deepfake, Real Harm: Protecting Children in the Age of AI", analyzing data specifically regarding child sexual abuse material (CSAM) created with artificial intelligence while …