Science and Technology Law Commons^™

Owning Data: Semantic Control As Inaccess To Information, Zvikomborero Chadambuka

FIU Law Review

This Article discusses the impacts of the introduction of a data ownership scheme on access to information. It does so with reference to the distinction between data, defined as some representation of information by a specific medium (the syntactic level), and the information itself (the semantic level). With respect to data, it then looks at the difference between standard property rights and intellectual property (IP) rights, similarly assessing impacts on access to information. Private control at the semantic level is bad policy as it effects particularly serious limitations, relative to private control at the syntactic level, on the availability of …

Let’S Talk About The Biological Reality Of Sex, Baby, John Parsi

FIU Law Review

Sex is at the very core of individual identity. It affects the conception of the self and the way others view the individual. Every day, one’s sex may open and close doors, access to communities, and opportunities. Laws that define sex may affirm scientific knowledge and protect people, or threaten to unravel the facts and the reality of sex. A deep unmooring of sex is underway, and this Article aims to halt it. On day one of the current presidential term, January 20, 2025, President Trump signed an Executive Order on “Defending Women from Gender Ideology Extremism and Restoring Biological …

Contracting For Innovation In The Global South: Empirical Evidence From Brazil, Pablo Marcello Baquero

FIU Law Review

As innovation cycles accelerate, companies seeking to remain at the forefront of the knowledge economy increasingly partner with sophisticated firms to co-create innovation. These collaborations involving pervasive uncertainty are structured through hybrid contractual arrangements that combine features of market-based independence with those of the close coordination typical of the firm. To date, contracting for innovation has been examined primarily in the context of the Global North. In the United States, the literature has focused on the governance mechanisms that parties employ to continuously define their obligations and mitigate opportunism amid profound uncertainty. In Europe, scholarship on contractual networks or organizational …

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 …

Cybersecurity Mission Creep, Mailyn Fidler

Law Faculty Scholarship

Cybersecurity is experiencing mission creep. Policymakers are casting more and more problems as issues of cybersecurity. So refrained, wildly different policy issues, from misinformation, to child social media safety laws, to antitrust regulations, to alleged journalist misconduct, to anti-sex trafficking statutes become what this Article calls "cybersecuritized." Before this refraining, these issues present as important but not existential. But once cybersecuritization positions the issues as threats intensified by their technological nature, they gain access to the politics and law of urgency and exceptionalism and invite troubling governance responses. Positioned as security threats, cybersecuritized issues become endowed with the apparent normative …

The Rise Of Biometrics And The Erosion Of Privacy: A Case Study Of Biometric Systems In Amusement Parks, Sarah A. Yarger

Honors Undergraduate Theses

This thesis explores data privacy concerns surrounding the implementation of facial recognition technology using amusement and theme parks as a case study. With the lack of general federal guidelines, states have been left to address this rapid expansion of technology. This situation has left consumers with inconsistent protections and varied levels of liability for corporations. This thesis will explore the current gaps of legislation on legal use of facial recognition technology using amusement and theme parks as the context of focus. As this technology continues to advance and become normalized in society, the inconsistency in privacy protections amongst states suggests …

Ai And Courts: An International Human Rights Perspective, Veronika Fikfak, Laurence R. Helfer

Faculty Scholarship

International human rights courts and treaty bodies are increasingly turning to automated decision-making (ADM) technologies to expedite and improve their review of individual complaints. These tribunals have yet to consider many of the legal, normative, and practical issues raised by the use of different types of automation technologies for these purposes. This chapter offers an initial assessment of the benefits and challenges of introducing ADM into international human rights adjudication. We weigh up the benefits of introducing these tools to improve international human rights adjudication – which include greater speed and efficiency in processing and sorting cases, identifying patterns in …

Abuse Of Contract: A Proposal For A New Cause Of Action, Miriam A. Cherry

Faculty Publications

With the growth of online commerce and the platform economy, many companies are including provisions in their online terms and conditions that extend far beyond what reasonable consumers would expect. Some terms and conditions purport to bind customers to separate contracts in future transactions that have little to do with the first contract. Other boilerplate purports to cover family members of the customer who created an account. Some retailers have argued that people shopping in their brick-and-mortar stores are subject to terms and conditions because those shoppers had at some point previously created an online account. For example, Disney argued …

Adversarial Certification Of Evidentiary Software, Nicholas G. Vincent, Bryan H. Choi, Eli Siems, Clay Halbert, Katherine J. Strandburg

Publications

No abstract provided.

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 …

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, …

Developer Perspectives On Licensing And Copyright Issues Arising From Generative Ai For Software Development, Trevor Stalnaker, Nathan Wintersgill, Oscar Chaparro, Laura A. Heymann, Massimiliano Di Penta, Daniel M. German, Denys Poshyvanyk

Faculty Publications

Despite the utility that Generative AI (GenAI) tools provide for tasks such as writing code, the use of these tools raises important legal questions and potential risks, particularly those associated with copyright law. As lawmakers and regulators respond to these questions, the views of users can offer relevant perspectives. In this article, we provide: (1) a survey of 574 developers on the licensing and copyright aspects of GenAI for coding, as well as follow-up interviews; (2) a snapshot of developers’ views at a time when GenAI and perceptions of it were rapidly evolving; and (3) an analysis of developers’ perspectives, …

Privacy’S Autonomy Thicket: Disentangling Choice, Consent And Control, Jordan Francis, Woodrow Hartzog, Neil Richards

Faculty Scholarship

When it comes to talking about autonomy, privacy law could use a little clarity. Its discourse uses terms like “choice,” “consent,” and “control” to evoke autonomy, but these terms are too rarely defined and too often used interchangeably, even though they can mean very different things. The three terms have become entangled in a way that has become confusing and counterproductive. We call this problem “privacy’s autonomy thicket,” and it matters because it encourages talking past each other in policy debates, enabling the redefinition of these terms in misleading ways that produce weak and disempowering “notice and choice” regimes.

In …

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, …

Taking Scale Seriously In Technology Law, Mark P. Mckenna, Woodrow Hartzog

Faculty Scholarship

Issues of scale—the relationship between the amount of an activity and its associated costs and benefits—permeate discussions around law and technologies. Indeed, it’s not much of an exaggeration to say that scale is the reason for most technology regulation.

But it’s not always clear how lawmakers and judges conceptualize “scale” when approaching questions around automated technologies. Scale is often used intuitively, just to mean “more.” But scale is not always just about more—scale can introduce new harms and benefits along different dimensions, not simply costs or efficiencies of greater magnitude.

In this Article, we argue for a more sustained interrogation …

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 …

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 …

Ai In Canadian Workplaces: Why Clear Policies Can’T Wait, Stacy Thomas

Editorials and Commentaries

No abstract provided.

Cybersecurity, Resilience And Sustainability: Evaluating The Role Of Public-Private Partnerships, Katarzyna Chojecka

Yearbook of Antitrust and Regulatory Studies

This article explores the role of public-private partnerships (PPPs) in enhancing cybersecurity as a component of sustainable and resilient development. It argues that cybersecurity is not only vital for digital transformation and economic growth but also closely aligned with the UN Sustainable Development Goals, particularly through its emphasis on resilient infrastructure. The paper offers a legal and policy-oriented analysis of how PPPs can strengthen cybersecurity capabilities by leveraging the combined resources and expertise of governments, businesses, and civil society. The Polish case is also studied and analysed through “PW Cyber" program which exemplifies a local cybersecurity PPP model. The article …

Response: Foreign Affairs Prosecutions And Cybercrime, Mailyn Fidler

Law Faculty Scholarship

A response to Professor Steven Koh's new article on how the U.S. makes global criminal justice policy. Prof. Fidler examines what a decade of cybercrime indictments reveals about America's approach to prosecuting foreign hackers. Three things stand out: * Beyond Attribution - These indictments aren't just about naming and shaming, or about the typical dimensions of criminal alw. They're sophisticated foreign policy tools that coordinate and moderate international sanctions and global norms. * Intertwined with Cooperation - The indictments alternately create space for and slow the tempo of international cooperation on this issue, according to U.S. interests. * Power Projection …

Tapping Out Of The Wiretap: Whether Consumers Have A Reasonable Expectation Of Privacy Against Internet Tracking Technology, Ashley Faranesh

Brooklyn Journal of Corporate, Financial & Commercial Law

The California Invasion of Privacy Act (CIPA), a statute born in an era of rotary phones and analog surveillance, is now at the heart of a legal crisis over internet tracking and privacy. Plaintiffs have increasingly weaponized the CIPA against online businesses that use standard Web-tracking tools, triggering a wave of litigation that stretches the statute far beyond its intended purpose. This Note argues that such application misreads the legislative intent behind the CIPA and risks destablizing core structures of the internet economy and financially crippling online businesses. Courts applying literal interpretations are undermining the CIPA’s purpose by conflating commonplace …

Frankenstein Sinatra: The Argument For A Federal Postmortem Right Of Publicity In The Ai-Era, Ian Samide

Brooklyn Journal of Corporate, Financial & Commercial Law

Artificial Intelligence has fundamentally revolutionized the way media is generated and presents new and unique threats to the right of publicity. By enabling users to create high-quality, realistic deep fakes of individuals’ voices, images, or likenesses, Artificial Intelligence has created novel risks to the right of publicity. Additionally, right of publicity is currently governed by state law. This system is proving to be flawed in the internet age, as content is rarely confined to a single jurisdiction, resulting in unpredictability and juridical disputes. This note argues that a federal right of publicity is necessary to regulate Artificial Intelligence effectively and …

Democratic Integrity Under Threat: Confronting Disinformation With Legislative And Structural Reforms, Sophia Brociner

Journal of Law and Policy

In the modern digital era, disinformation has evolved from a political strategy into a fundamental threat to democratic governance. This Note contends that the absence of comprehensive federal legislation addressing political disinformation on social media has compromised both the integrity of elections and the public’s trust in government institutions. By analyzing the disinformation campaigns that shaped the 2016, 2020, and 2024 presidential elections, this Note demonstrates how false and AI-generated content, amplified by both foreign and domestic actors, has manipulated voters, deepened political polarization, and destabilized public confidence in democratic processes. The discussion examines how rapid technological development, insufficient regulatory …

National Values Matter For Ai: Comparative Analysis Of Ai Regulations In The Us, The Eu, And China, Kaori (Furuya) Kawaguchi

Brooklyn Journal of International Law

As artificial intelligence (AI) continues to evolve rapidly, governments worldwide face increasing pressure to regulate it. This Article focuses on regulatory approaches to AI in the United States, the European Union, and China, examining the underlying rationales: why have they taken these approaches? Each jurisdiction’s unique political institutions, historical preferences, and strategic priorities shape its approach to governance. In particular, the values the jurisdiction expects in technology shape its regulation. The US adopts a decentralized, innovation-friendly model rooted in reliance on market and self-regulation in industries with its strong trust in laissez-faire philosophy; the EU asserts global leadership in regulations …