Computer Law Commons^™

Controlling The Narrative:Copyright’S Derivative Rights Doctrine & Semiotic Disobedience In The Age Of Ai, John Tehranian

Vanderbilt Journal of Entertainment & Technology Law

This Article argues that copyright’s derivative rights doctrine—long treated as a technical mechanism of market control—has operated as a powerful but underexamined tool of epistemic governance. As the doctrine’s scope has expanded, it has increasingly privileged dominant narratives while recasting resistive ones as acts of infringement. Drawing on historical and contemporary case studies—from the largely forgotten copyright disputes over the English translations of Mein Kampf and Bambi on the eve of World War II to the infamous stand-off between Wall Street’s Charging Bull and Fearless Girl statues—the Article demonstrates how derivative rights have been deployed to suppress what Sonya Katyal …

Ai Suppression: E-Discovery Software And Brady, Jason Hartline, Liren Shan, Alec Sun, Rebecca Wexler

Faculty Scholarship

Prosecutors regularly rely on AI e-discovery software, known as technology assisted review (TAR) tools, to sort and prioritize digital evidence. These tools implicate constitutional concerns: they can either risk suppressing or help to surface exculpatory and impeachment evidence that prosecutors must disclose under the Brady due process rule. Yet doctrine, agency guidance, and scholarship offer virtually no direction on their use.

This Article examines how TAR affects Brady compliance. Using computer science simulations on synthetic data sets, we show that TAR can either hide or help to expose Brady evidence, depending on how it is configured and the configurations of …

The Martha Wright-Reed Act: How The Fcc Took One Step Forward For Communication Equality For Deaf Individuals In Correctional Facilities And How It Could Be Expanded, Ashley Seebold

Seattle University Law Review

For decades, phone companies preyed on incarcerated individuals and their loved ones due to the lack of regulation of jail phone calls.2 In 2021, the average cost of a fifteen-minute jail phone call was about $3.3 In 2022, the average cost rose to $5.74, while some individuals faced an extreme charge of $24.82 for the same amount of time.4 In the early 2000s, consumer advocate and concerned grandmother Martha Wright-Reed called upon the Federal Communications Commission (FCC) to fix the imbalance so she could speak to her incarcerated grandson.5 Eventually, in 2023, the FCC answered her call to action and …

Artificial Personhood: The Implications Of Recognizing The Legal Personhood Of Artificialintelligence, Daniel C. Borges

Vanderbilt Journal of Entertainment & Technology Law

Artificial intelligence (AI) is here in a big way. As society grapples with the implications of this profound new technology, the question of whether AI entities should be granted independent legal recognition, akin to human personhood, has emerged as a pivotal topic in jurisprudence. This Article explores the foundations, evolution, and implications of AI personhood, addressing philosophical perspectives, the development of personhood as a legal fiction (with specific emphasis on corporate personhood), and the need for AI personhood to counter the risks posed by rapidly developing AI technology. It defines the "AI person" as one whose legal recognition furthers a …

Who's Afraid Of Copyright And Ai?, Deborah R. Gerhardt

Vanderbilt Journal of Entertainment & Technology Law

Copyright and AI need not be a copyright no man’s land. Recent decisions by the Copyright Office have gotten so much media attention that many creators are unsure if they can secure copyright protection if they use AI as a creative tool. The proposed creative control paradigm can help us all tackle the challenge of determining when works created with the assistance of AI are copyrightable. Instead of relying on long-established nuanced precedent for protecting works generated with new technology, the Copyright Office asserts that any content generated with assistance from AI tools is unprotectable. This position is radically inconsistent …

When Robots Read Westlaw: Linking Inputs And Outputs In Generative Ai Fair Use Analysis, Aaron Lam

Vanderbilt Journal of Entertainment & Technology Law

Generative artificial intelligence has revealed a novel tension in copyright law: a two-stage act (input and output) of copying that traditional fair-use doctrine never squarely anticipated. In the input stage, vast swaths of copyrighted expression are reproduced and ingested to train large language models. In the output stage, those models generate works that may substitute for or dilute the market of the originals. Courts now face both stages. Their rulings diverge when they consider training and outputs together. In Bartz v. Anthropic PBC and Kadrey v. Meta Platforms, Inc., the courts characterized training uses as “highly transformative,” yet reached opposite …

When Artificial Intelligence Becomes Emotional Intelligence: Rethinking Section 230 Liability For Ai As A Pseudo-Therapist, Kennedy Aikey

University of Cincinnati Law Review

No abstract provided.

Operational Responsibility In Ai Governance: A User-Centric Liability Framework, Zhengyang Chen

Faculty Publications

Who bears responsibility when artificial intelligence systems cause harm? This question has become central to AI ethics and governance. Most existing approaches focus on developers, yet this faces serious practical and theoretical problems. Drawing on tort law, agency law, and philosophy of technology, this paper argues that AI should be understood as an instrument whose outputs remain the responsibility of human operators rather than developers. We call this 'user-centric governance.' Placing accountability with deployers promotes public trust by creating clear lines of responsibility, a concern that governance approaches have often overlooked. It preserves democratic accountability by keeping human actors answerable …

Reforming Antitrust: Addressing Data Monopolization In Two-Sided Digital Markets, Linyi Li

Brooklyn Journal of Corporate, Financial & Commercial Law

The rise of dominant digital platforms has revealed fundamental shortcomings in U.S. antitrust law. Grounded in the consumer welfare standard and its focus on price effects, current doctrine struggles to regulate markets in which services are offered at zero monetary cost and competitive power is derived from the accumulation and control of user data. In two-sided digital markets, data functions as a central competitive asset, enabling platforms to entrench market power, raise barriers to entry, suppress innovation, and impose non-price harms on consumers. These harms frequently escape antitrust scrutiny because they do not manifest as higher prices or reduced output. …

The Constitution And Financial Freedom: Analyzing First Amendment Claims About Cryptocurrencies, Mithun Imbulamure

Brooklyn Journal of Corporate, Financial & Commercial Law

In recent years, the United States has intensified regulatory oversight of cryptocurrency technologies. In August 2022, the Treasury Department's Office of Foreign Assets Control sanctioned Tornado Cash, a cryptocurrency mixer, leading to the prosecution and conviction of its developers for operating an unlicensed money transmitting business. Congress also amended § 6050I of the Tax Code through the Infrastructure Investment and Jobs Act, extending cash transaction reporting requirements to digital assets. These developments prompted cryptocurrency advocates to assert First Amendment protections for their activities, arguing that compelled disclosure requirements violate associational privacy and that computer code constitutes protected speech. The government …

Law Grapples With Its Achilles’ Heel? Uncertainties, Digital Experiments, And The Ai Frontier, Heng Wang

Brooklyn Journal of Corporate, Financial & Commercial Law

The governance of digitalization—which encompasses developments such as artificial intelligence (AI) and central bank digital currencies (CBDCs)—confronts serious challenges. At the core of these challenges are uncertainties, which form the central obstacle to effective governance. These uncertainties range from cyber risks to shifting societal responses. Law, as an institutionalized framework of governance, faces mounting pressure and wrestles with a fundamental vulnerability: traditional legal frameworks struggle to address uncertainties in digitalization. To tackle the pervasive challenges of uncertainties, this article addresses two connected questions: What uncertainties does law face in governing digitalization shaped by emerging technologies? How can a learning-oriented governance …

Welcome Tilly Norwood: Forecasting Hollywood’S Ai Policy Futures, Samuel P. Rooker

Senior Honors Projects, 2020-current

In late 2025, weekly trade publication Variety Magazine reported on the announcement of a new acting talent in Hollywood: Tilly Norwood. Norwood is an industry outsider and the pet project of Eline Van der Velden, who unveiled the actress’ existence to the world at the Zurich Film Festival. The announcement quickly gained media coverage while Van der Velden has since faced cyclical backlash from Hollywood trade unions, which does not seem entirely without reason. Tilly Norwood is a digital persona, a generative artificial intelligence (GenAI) program, designed by Van der Velden’s novel AI talent studio, Xicoia, to become the next …

Pwnagotchi: Deauthentication Attacks, Wpa Handshakes, And Wireless Network Security, Emily Musgrove

Computer Science Honors Papers

Wireless networks are the foundation of modern device communication infrastructure. This project examines the security implications of automated WPA/WPA2 handshake collection using the Pwnagotchi, a portable Wi-Fi network auditing and penetration testing device. The paper provides a technical analysis of WPA and WPA2 authentication mechanisms, including the structure of the 4-way handshake, the creation of cryptographic keys, and the role of deauthentication attacks in forcing reconnections for handshake capture. Additionally, the project explores the vulnerabilities associated with using legacy wireless security protocols such as WEP and TKIP to allow for older technologies that continue to require such encryption methods. This …

Muth's Law: Anticipating Ai Model Collapse, Karl T. Muth

The University of Cincinnati Intellectual Property and Computer Law Journal

No abstract provided.

Generative Ai Training And Fair Use: Can Chatgpt Turn Your Favorite Meme Into A Stupid Ghibli Animation?, Liam Donovan

The University of Cincinnati Intellectual Property and Computer Law Journal

No abstract provided.

Policing The Perils Of Online Dating: Harassment, Scams, Dark Patterns, Monopoly, And Perverse Incentives, Kevin Chamow

The University of Cincinnati Intellectual Property and Computer Law Journal

No abstract provided.

Ai Is Taking Over!: A New Generation Of Unemployment Fears, Amaya V. Hepburn

Student Scholar Symposium Abstracts and Posters

The growing panic surrounding AI taking over the workforce is strong in a distinct group of demographics, in contrast to the fear of computers taking over the workforce that was seen in previous generations. This suggests that AI developments have sparked a wave of fear that is unlike the fear of tech developments in the past. I have discovered that this fear is prevalent across several demographics: age, employment, and income. By cross-analyzing through the 2017 and 2025 fear surveys, I discovered that fear of AI is more prevalent in younger generations and is more threatening to students entering the …

How Ai Destroys Institutions, Woodrow Hartzog, Jessica Silbey

Faculty Scholarship

Civic institutions—the rule of law, universities, and a free press—are the backbone of democratic life. They are the mechanisms through which complex societies encourage cooperation and stability, while also adapting to changing circumstances. The real superpower of institutions is their ability to evolve and adapt within a hierarchy of authority and a framework for roles and rules, while maintaining legitimacy for the knowledge produced and the actions taken. Purpose-driven institutions built around transparency, cooperation, and accountability empower individuals to take intellectual risks and challenge the status quo. This happens through the machinations of interpersonal relationships within those institutions, which broaden …

It's The Night Of The Living Deepfakes: The Threat Of Deepfakes On The Film Industry, Neki Shero

DePaul Business & Commercial Law Journal

No abstract provided.

Front Matter

DePaul Business & Commercial Law Journal

No abstract provided.