Intellectual Property Law Commons^™

Cognitive Warfare: Generative Ai, False Realities, And International Humanitarian Law, Gary Corn

Joint PIJIP/TLS Research Paper Series

This paper, written as a draft chapter for the Lieber Institute for Law and Land Warfare's forthcoming book on International Law and Artificial Intelligence in Armed Conflict: The AI-Cyber Interplay, explores the IHL implications of a specific subfield or category of AI—Generative AI (GenAI). This new and rapidly evolving technology does not merely analyze or classify data; it also generates original image, audio, and video content. This synthetic content can be highly deceptive and manipulative, as in the case of so-called “deepfakes.” Combined with other information and communications technologies (ICT) and AI capabilities, GenAI has the potential to drastically transform …

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 …

Comment On “Voices From Beyond The Grave: Protecting The Audio Of Murder Victims Through (Intellectual) Property Law” By Alexandra M. Hudson, Christopher B. Seaman

Washington and Lee Law Review

Alex’s Note correctly identifies the tension between two important, competing values when it comes to how the law should deal with the sound recordings of murder victims captured in a public record, such as a 911 call or body camera footage. The first value is government transparency, including disclosure of public records through federal and state Freedom of Information Acts (FOIAs). As the Supreme Court has explained, “[t]he basic purpose of FOIA is to ensure an informed citizenry, vital to the functioning of a democratic society, needed to check against corruption, and to hold the governors accountable to the governed.” …

Morocco’S Liquid Gold: The Actual And Potential Role Of International Ip Law In The Protection Of The Traditional Knowledge Of Argan Oil, Christen Smith

Student Scholarship

This paper examines the actual and potential role of international intellectual property law in the protection of the traditional knowledge associated with argan oil, a product linked to the cultural heritage of the indigenous people in Morocco and increasingly commercialized globally. The paper starts with a background on the argan forest and the cultural significance of the argan tree. Then, the traditional production method used to extract argan oil is discussed. The paper also covers the rise of women’s cooperatives and how the argan oil industry has economically transformed in recent decades. The next section identifies problems in protecting traditional …

Resolving Cross-Border Nft Disputes: Jurisdictional Approaches, Smart Contracts, And Proposed Solutions, Aparna Vaitla

Washington Journal of Law, Technology & Arts

The emergence of Non-Fungible Tokens (NFTs) has significantly impacted the enforcement of intellectual property (IP) rights, particularly in the digital environment. NFTs enable the creation, transfer, and monetization of unique digital assets such as artwork, music, and virtual goods, raising new legal challenges for IP protection. Among various IP concerns, copyright law is the most directly implicated in NFT-related disputes. While existing copyright frameworks remain broadly applicable, they require refined interpretation and targeted regulatory adaptation to address blockchain-specific issues such as pseudonymity, decentralized ownership, and cross-border enforcement. This Article focuses exclusively on copyright law, examining its applicability to NFT transactions …

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 …

Cardozo Law Introduces New Course On Theatre Law, Benjamin N. Cardozo School Of Law

Cardozo Law News Archive

Cardozo School of Law introduced Theatre Law, the first law school course devoted entirely to the legal framework of the live stage industry. Taught by Adjunct Professor Ben Feldman, the course explores contracts, intellectual property, labor relations, licensing, financing, and other legal issues unique to theatrical productions, providing students with specialized training in entertainment law.

The Together Lawsuit: What Will Matter After The Motion To Dismiss, Zeyu Liu

Cardozo Arts & Entertainment Law Journal (AELJ) Blog

On February 20, 2026, the U.S. District Court for the Central District of California denied a motion to dismiss filed by Defendant William Morris Endeavor Entertainment (WME) in a copyright infringement claim brought forth by Plaintiff StudioFest, a production company. It is alleged that WME’s film Together infringed on the screenplay of the movie Better Half, whose copyright is owned by the Plaintiff. The Plaintiff only claimed a screenplay violation and alleged that in 2020, it sent the full script and synopsis to the agents of codefendants Dave Franco and Alison Brie as part of an offer to have them …

Falling Flat: Why Ai Cannot Free Melodies From Copyright Protection With “All The Music” As An Example, Hayley Huber

Duke Law & Technology Review

As artificial intelligence (AI) continues to surprise us with its humanlike abilities, it raises the question of whether AI-created music can or should be afforded legal protection. Particularly, how should copyright law treat melodies produced by an AI designed to algorithmically generate every possible melody? This article seeks to answer that question, ultimately concluding that AI-produced melodies are not copyrightable and that melodies are not merely facts undeserving of copyright protection, but something valuable to mankind and worth protecting by law.

The article explores Damien Riehl’s All the Music project (ATM) and his arguments for why ATM’s outputs should be …

Brief Of Former Federal Circuit Chief Judge Paul R. Michel And Scholars Of Law And Economics As Amici Curae In Support Of Respondents, In Hikma Pharmaceuticals Usa, Inc. V. Amarin Pharma, Inc., Jess Miers, Emily Michiko Morris, Mark F. Schultz, Kristina M.L. Acri, Bowman Heiden, Joshua Kresh, Honorable Paul Michel, Kristen Jakobsen Osenga, Douglas Park, Ted M. Sichelman

Akron Law Faculty Publications

• Innovation in Identification and Clinical Trials Testing of New Indications Yields Great Public Benefits but Requires the Incentive of Patent Protection.
• Section viii [skinny label statemetnts] was Never Intended to be a Safe Harbor for Infringement of Method of Use Patents.
• Allowing this Case to Proceed Past the Rule 12 Stage will not Deter Section viii Carve-Outs. 

Navigating Ownership & Access In Collaborative Groups: Understanding Copyright Law, Administrative Controls And Common Project Risks, Karley Downham

SACAD: Scholarly Activities

Collaborative groups, such as those in academic settings, often operate under a misconception that administrative control over shared digital files (e.g., Google Workspace permissions) equates to legal copyright ownership of creative content. This confusion frequently leads to internal disputes, contributor alienation, and project delays that can harm outcomes and participant well-being. The goal is to clearly define copyright law from file access administrative controls by providing an evidence-based framework to prevent and resolve ownership conflicts and foster healthier collaboration.

The poster will present core legal principles, emphasizing that U.S. copyright ownership defaults to creators and is not transferred by administrative …

Vetter V. Resnik: An International Dilemma, Catherine Stagliano

Cardozo Arts & Entertainment Law Journal (AELJ) Blog

Typically, copyright lawyers around the nation look to the Second Circuit, presiding over New York City, and the Ninth Circuit, similarly moderating Los Angeles, for pivotal intellectual property legal decisions. On January 12, 2026, however, the Court of Appeals for the Fifth Circuit released an opinion that has upended seemingly settled music publishing principles. Donald Passman’s textbook “All You Need to Know About the Music Business”, a source read by aspiring music industry professionals, describes termination rights as:

One of the best goodies that creators got in the 1976 Copyright Law is the right of termination. The termination provisions say …

Holding Isps Accountable? Secondary Liability And The Impact Of Cox V. Sony, Emma Steffes

Cardozo Arts & Entertainment Law Journal (AELJ) Blog

The Supreme Court is currently considering a case that could significantly affect current secondary liability principles under copyright law: Cox Communications, Inc. v. Sony Music Entertainment. The case poses a deceptively simple question: asking when an internet service provider should be legally responsible for the illegal actions of its users? The answer could reshape the relationship between copyright owners, internet companies, and all online users.

Congress's Mistaken Ip Power And Our Hybrid Constitutionalism, Barry P. Mcdonald

Kentucky Law Journal

No abstract provided.

Reaching For Starz: The Negative Impact Of Creating Limitations On Damages In Timely Copyright Claims, Lindley Williams

Kentucky Law Journal

No abstract provided.

Professor Monroe Price, Former Cardozo Dean And Distinguished Scholar, Dies At 87, Benjamin N. Cardozo School Of Law

Cardozo Law News Archive

Cardozo School of Law commemorates the life and legacy of Professor Monroe Price, who served as dean from 1982 to 1991 and helped shape the school's growth and academic identity. A pioneering scholar in media law and legal education, Price founded and advanced numerous signature programs at Cardozo while making lasting contributions to intellectual property, communications law, American Indian law, and international legal scholarship.

Unveiling The Patent Landscape Of Biologic Drugs, Michael D. Frakes, Melissa F. Wasserman

Northwestern University Law Review

It is undeniable that the escalating price of biopharmaceuticals is a critical issue, as high prices limit patients’ access to life-saving medications and strain our healthcare system. Biologics, or large-molecule drugs, which are revolutionizing modern healthcare, are significantly contributing to the escalating cost of prescription drugs. While biologic drugs represent only 2% of all U.S. prescriptions, they comprise close to 50% of net drug spending.

Policymakers have proposed a series of interventions to decrease drug prices that target the patent practices of pharmaceutical firms. Yet due to differences in law, we have a robust source of patenting information for small-molecule …

The Mark Of Confusion: Untangling The Circuit Split In Trademark Infringement Jurisprudence, Amilcar Torres

University of Cincinnati Law Review

No abstract provided.

The House Of Ai: Intellectual Property Law As It Relates To Generative Ai And Fashion, Abhilasha Praveen

Pursuit - The Journal of Undergraduate Research at The University of Tennessee

Over the past decade, artificial intelligence has permeated nearly every aspect of society, yet American legislation in this field remains largely archaic. The absence of specific legislation governing generative AI in the United States has led to numerous intellectual property (IP) and copyright disputes, infringing on both creator’s rights and discouraging innovation. Given the rapid evolution of generative AI in society, comprehensive legislative action is necessary to establish clear guidelines balancing intellectual property rights with the need for innovation through technological advancement. While this issue spans multiple industries, this article focuses on fashion, examining how AI regulation can foster innovation …

Framing Harmonization: Illusion And Reality In The Riyadh Design Law Treaty, Christine Farley, Margo Bagley

Scholarly Articles in Law Reviews & Journals

From the outside, the Riyadh Design Law Treaty (RDLT) has long appeared as a modest administrative measure. Negotiated in the World Intellectual Property Organization (WIPO) Standing Committee on Trademarks (SCT), it has repeatedly been characterized as a ‘‘procedural treaty’’ concerned with filing formalities rather than substantive reform. The contrast with the WIPO Treaty on Intellectual Property, Genetic Resources and Associated Traditional Knowledge (GRATK Treaty) is striking. Both both treaties adopted in 2024 after 20+ years of negotiation. But only the GRATK Treaty attracted sustained scholarly and civil society engagement; the RDLT attracted almost none.

Redefining Superfans: Building Sustainable Fandom In A Monetization-Focused Industry, Heyman Center On Corporate Governance, Intellectual Property Law Society, Cardozo Fame Center, Cardozo Entertainment Law Society, Robert Piper, Esq., Erin Singleton, Mike Fiebach

2025–2026 Flyers

Join us to hear from three panelists on the rapidly evolving world of superfan engagement. Our panelists will speak on topics such as ownership of fan data, platform responsibilities, sync and acquisition strategies and ethical monetization models. Dinner provided.

• Robert Piper, Esq., Labor Relations Manager, Disney Theatrical Group 

• Erin Singleton, Founder and CEO, Softside

• Mike Fiebach, Founder and CEO, Mainfactor 

Data Is Nothing Like Oil: Dusting Off Copyright’S Originality Doctrine For The Ai Age, Carys Craig

All Papers

No abstract provided.

Reimagining Graphical Representation: A Case Comment On The Registration Of India’S First Scent Trademark, Siddhant Shinde

Indian Journal of Law and Technology

This case comment analyses the Trade Marks Registry’s decision of permitting the registration of India’s first scent trademark, filed by Sumitomo Rubber Industries Ltd. for a “smell reminiscent of roses as applied to tyres”. This decision raises a key question concerning the graphical representation requirement under the Trade Marks Act, 1999. While the Registry accepted a seven-dimensional scientific vector model of the scent as sufficient graphical representation, the Order offers little engagement with the legal reasoning required to support such a departure from conventional understandings of graphical representation. Thus, this case comment attempts to doctrinally justify such an interpretive expansion …

Brief Of Copyright Scholars As Amici Curae In Support Of Respondent In Emmerich Newspapers, Inc. V. Particle Media, Inc., Jess Miers, Mark A. Lemley, Rebecca Tushnet

Akron Law Faculty Publications

The server test has served us well for nearly two decades. It matches the language of the statute, the well-settled distinction between direct and secondary liability, and the nature of the technology. The copyright owner here makes the work available freely to every site visitor, and may stop embedding with a few clicks on the keyboard. There is no need to strain the law of direct liability to protect any legitimate interests it might have.

This Court should decline the invitation to create a circuit split that would upset settled expectations and turn millions of online posters into infringers overnight.

Your Face As Property: Ip Strategies Beyond Right Of Publicity, Nick Cipriani

Cardozo Arts & Entertainment Law Journal (AELJ) Blog

During the Second Industrial Revolution, the source of goods became more important than ever as railroads expediated travel and access to goods across the United States. Today, the United States is in the midst of its third industrial revolution, a digital revolution fueled by silicon and microchips. This digital revolution is unlike the previous two industrial revolutions because biometrics have become commodities. The technologies and goods coming out of the digital revolution are multifaceted. First, they provide a physical good through appliances that allow for communication and shopping, among other things, across geographic borders. Second, they function as a service …