Intellectual Property Law Commons^™

A Framework For Applying Copyright Law To The Training Of Textual Generative Artificial Intelligence, Art Neill, James Thomas, Erika Lee

Faculty Scholarship

The rise in the popularity of consumer-facing generative artificial intelligence (GenAI) has created considerable confusion and consternation among some copyright owners. The ability to automate the generation of original works based on user input is considered by some copyright holders to have been made possible by large-scale direct infringement by OpenAI, Microsoft, and other major GenAI developers. This article explores the application of copyright law to the training of OpenAI’s ChatGPT, specifically focusing on the legal issues surrounding the unauthorized use of copyrighted textual works in the GenAI training process.

The large language models (LLMs) that drive ChatGPT and similar …

Failure To Function: A Potential New Shield Against Trademark Infringement?, Alyssa Yoshino

IP Theory

The United States Patent and Trademark Office (“USPTO”) has recently been characterized as having a “penchant” for refusing trademark registrations on the grounds of failure to function. This trend has come with commentary, both praising the doctrine’s ability to efficiently supplement the distinctiveness analysis by assessing use and criticizing the inconsistent application of the doctrine. The sources of this academic commentary, from Alexandra J. Roberts and Lucas D. Cuatrecasas, serve as the heads of two camps regarding the failure to function doctrine. The first encourages an increased application of the doctrine as a combined distinctiveness and use analysis. The second …

The Copyright Requirement Of Human Authorship For Works Containing Artificial Intelligence-Generated Content, Runhua Wang

IP Theory

The U.S. Copyright Office (the “Office”) unwaveringly refuses to register copyrights for artworks created by artificial intelligence (“AI”) systems. The prima facie reason is a lack of authorship because the U.S. copyright regime recognizes only humans as authors. However, the fundamental reason lies in the fact that legislators have not yet determined whether to grant copyrights to AI users. Despite adjustments made by the Office in response to the use of AI systems in creation, the agency’s implementation of copyright statutes suggests that it remains extremely conservative, rejecting any AI-generated content (“AIGC”) from copyright registration.

Will the copyright regime continue …

Comparative Intellectual Property & Religion, Tabrez Y. Ebrahim

IP Theory

This Article introduces religion to comparative IP scholarship and explains how faith-based considerations can enhance it. Comparative IP scholars have extensively studied different IP laws in different jurisdictions, but they seemed to suggest an erroneous view that comparative IP and religion are like two parallel lines without intersection. Building on these scholars’ work, this Article discusses religion’s role in fostering a new vehicle for discussion and a new normative lens with the aim of ascertaining the existence and extent of religion in legal systems, serving as part of the comparison methodology between legal systems with potential for influencing the policy …

International Arbitration Of Sep Frand Royalties, Steven Pepe, Samuel Brenner, Michael Morales

Touro Law Review

Standard-essential patent royalty disputes have typically been litigated in U.S. federal district courts, but patent owners have recently started to file suit in courts across the globe, leading to issues of comity, anti-suit injunctions, and increased litigation costs. International arbitration provides a unique forum for parties to litigate these royalty disputes and avoid, or at least lessen the burden, of these issues. This Article explores the advantages and disadvantages of using international arbitration to resolve standard-essential patent royalty disputes.

The Author-Ity Of Ai: Navigating The Legal Landscape Of Artificial Intelligence Authorship, John R. Sepúlveda

Touro Law Review

This Article discusses the problems that arise when trying to protect works that involve generative AI. It will detail how authorship currently is interpreted under U.S. law and how the courts and the U.S. Copyright Office interpret the authorship requirement. This Article will also present some practical tips on how to navigate current U.S. law and obtain a copyright registration.

Skinny Labels: Changing Scenario Of Induced Infringement And Public Policy, Sandhu, Amit Dhillon

Santa Clara High Technology Law Journal

A patent is an exclusive right granted for an invention to the inventor. However, when it comes to life-sustaining products, these exclusive rights have a negative impact on people’s lives. The government has tried to develop initiatives, such as the Hatch-Waxman Act, to compensate and speed up the entry of affordable medicines into the market. But when one patent addressing one medical condition (indication) blocks the entry of the generic, the use of skinny labels makes it possible for the generic players to carve out the label and enter the market only with indications that are off-patent. This helps bring …

Open Access And U. S. Federal Information Policy, Eric Harbeson

Copyright, Fair Use, Scholarly Communication, etc.

Federal agencies are directed, as a matter of United States Federal policy, to provide free, immediate public access to peer-reviewed scholarly publications that are produced with support from Federal research grant funding. Because copyright vests in the author of the work, agencies must have permission from the author in order to provide that access. A government-wide regulation, in place since 1976, constitutes one possible source for the needed permission. The “Federal Purpose License” provides that, as a condition of Federal funding, grant recipients issue the granting agency a non-exclusive license to use all works subject to copyright and either developed …

Administration For Community Living (Acl) Response To The Office Of Science And Technology Policy Memo, 2022: Public Access Plan (January 2024)

Copyright, Fair Use, Scholarly Communication, etc.

ACL response to OSTP memo, 2022: Public Access Plan (January 2024)

Patent Term Tailoring, Sarah R. Wasserman Rajec

Faculty Publications

Patent rights are designed to encourage innovation with both the promise of a patent and with its expiration. Currently, patent term lasts from issuance until twenty years from the application date, with minor exceptions. The patent term is limited so that rewards for past invention do not overly hinder future progress. Although the goal is laudable, a uniform patent term is a blunt instrument to achieve such a nuanced balance. Historically, the patent system was not averse to tailoring terms through, for example, individually granted extensions to undercompensated inventors or term curtailment when a foreign patent holder failed to “work” …

Retrenching Speech Protective Thresholds In Trademark Law, Jake Linford

Scholarly Publications

In their article, Raising the Threshold for Trademark Infringement to Protect Free Expression, Christine Haight Farley and Lisa Ramsey argue in favor of a speech-protective fair use test that would replace multiple tests applied by the U.S. Courts of Appeals when a defendant's alleged infringement has either informational or expressive elements. This Response explains why this raised threshold test is unlikely to be adopted following the U.S. Supreme Court's retrenchment of speech-protective thresholds in Jack Daniel's Properties, Inc. v. VIP Productions, LLC. That prediction is bolstered by the Court's likely holding in Vidal v. Elster. Readers persuaded that current defensive …

Deconstructing The Blueprint For Infringement: Remedying Flawed Interpretations Of The § 120(A) Exception To Architecture Copyrights, Margalit Zimand

Kernochan Center for Law, Media, and the Arts

Drafting the Architectural Works Copyright Protection Act of 1990 (“AWCPA”) consisted of a bizarre hodgepodge of considerations. Ostensibly, the goal of the Act was to bring the United States unquestionably into compliance with the Berne Convention for the Protection of Literary and Artistic Works, which the United States had just recently joined, with as minimal an impact on U.S. law as possible. In reality, this goal — itself not without built-in tensions — was but one of several competing forces at play in the drafting process. The other forces generally fell into three camps. There were the proponents of preserving …

Fairness And Fair Use In Generative Ai, Matthew Sag

Faculty Articles

Although we are still a long way from the science fiction version of “artificial general intelligence” that thinks, feels, and refuses to “open the pod bay doors,” recent advances in machine learning and artificial intelligence (AI) have captured the public’s imagination and lawmakers’ interest. We now have large language models (LLMs) that can pass the bar exam, carry on (what passes for) a conversation about almost any topic, create new music, and create new visual art. These artifacts are often indistinguishable from their human-authored counterparts and yet can be produced at a speed and scale surpassing human ability.

“Generative AI” …

Innovator Ecosystem Diversity As A Global Competitiveness Imperative, Margo A. Bagley

Faculty Articles

There are myriad ways that discrimination and bias can combine to profoundly limit inventor participation in the patent process. The utilitarian purpose of patents is to incentivize inventors to invent and disclose, so it makes sense to incentivize as large and as diverse a group as possible in order to maximize the likely output of innovative activity. This incentive is important in terms of our geopolitical aspirations as a country, but hopefully also because of our democratic commitment to provide opportunities for flourishing and reaching one's potential that are available to all.

An Unauthorized Renaissance? An Analysis Of Artists’ Claims For Copyright Infringement Against Ai Generated Art And Possible Defenses, Victoria Young

FIU Law Review

AI currently presents a novel issue in terms of copyright infringement, specifically AI generated art. Recently, a group of artists filed a class action lawsuit against several AI generated art companies. This comment evaluates the potential avenues the court may take. The artists allege these AI generated art companies directly infringed on their copyrighted works by making unauthorized copies of copyrighted works which they used to train their machine learning programs. A determination on whether AI generated art constitutes copyright infringement has not been made by the courts before. To bring a successful copyright infringement claim, a party must show …

Balancing Interests: Ai, Business & Human Rights, And The Legal Landscape In An Era Of Disruption, Jena Martin, Ritu Narula

Faculty Articles

On October 30, 2023, the Biden Administration issued a sweeping executive order espousing a policy to advance the development and use of artificial intelligence ("Al") while also establishing safeguards across the federal government. The Executive Order marked the U.S. government's largest move forward related to the regulation of Al. The Order also represents the government's latest effort to advance equity, privacy, and national security in the use of AI systems. Moreover, the Order comes at a time when governments around the world are wrestling with the impact of AI and its disruptive effect, not just on markets, but on society …

Tools Do Not Create: Human Authorship In The Use Of Generative Artificial Intelligence, Michael D. Murray

Law Faculty Scholarly Articles

Artistic tools, from brushes to complex algorithms, don’t create art; human artists do. The advent of generative AI tools like Midjourney, DALL-E, and Stable Diffusion has blurred this understanding, causing observers to believe these tools are the authors of the artworks they produce, even so far as to imagine that the artworks are “created” by the AI in the copyright sense of the word. Not so.

The U.S. Copyright Office recently issued guidance on the copyrightability of works produced using generative AI tools. The Office has accepted the narrative that AI tools perform the steps of authorship, conceiving of the …

Deepfakes And Dog Toys: First Amendment Defenses Under The Rogers Test After Jack Daniel’S V. Vip Products, Michael D. Murray

Law Faculty Scholarly Articles

Given that deepfakes are almost always associated with expression of some kind, any attempt to litigate or regulate deepfakes will require the consideration of the First Amendment. Deepfakes implicate so many areas of law and society that a discussion of the interface of First Amendment free speech rights and deepfakes writ large would require a treatise volume with several chapters. This article is more modest: It will examine the past, present, and future use of the Rogers test in an evaluation of the application of First Amendment protections in trademark infringement cases and in legal actions traditionally associated with the …

Comparing Gdpr Against The United States’ Approach To Data Breach Notification By Examining Texas And California And The Feasibility Of A Universal Standard, Amrit Nagi

Cybaris®

No abstract provided.

Ai-Ip? Copyright In An Age Of Internet Propaganda With Artificial Intelligence, Sonya Saepoff

Cybaris®

No abstract provided.

Just For Show: Eliminating Judicial Exceptions To Section 101 Would Render Limits On Patent-Eligible Subject Matter Meaningless, Katie Crocker

Cybaris®

No abstract provided.

Born Too Late To Patent The Engine, Born Too Early To Patent The Lightsaber, Born Just In Time To Patent Space Inventions, Ryan Horejsi

Cybaris®

No abstract provided.

Transformative Play: The Legalities Of Modding In The Video Game Industry, Erika Weisdorfer

Cybaris®

No abstract provided.

Virtually Identical: A Case For Maintaining Architectural Copyright Protections In The Metaverse, Stephen Mcpaul

Cybaris®

No abstract provided.

A Comparative Analysis Of The Prevention Of Pharmaceutical Patenting Abuse In The United States, Japan, And France, Kristen Coan

Cybaris®

No abstract provided.

Editing Classic Books: A Threat To The Public Domain?, Cathay Y. N. Smith

Faculty Law Review Articles

Over the past few years, there has been a growing trend in the publishing industry of hiring sensitivity readers to review books for offensive tropes or racial, gender, or sexual stereotypes. In February 2023, for instance, reports that Puffin Books had edited several classics by Roald Dahl—in consultation with sensitivity readers—generated immediate backlash from the public and several renowned authors and politicians. While most of that backlash focused on accusations of “censorship” and “cancel culture,” this Essay examines an actual legal consequence of revising classic books: the creation of copyrightable derivative works in updated editions. Derivative works are new works …

‘News Reporting On Possible Origins Of The Covid-19 Pandemic: A Critical Review And Case Study’, Raya M. Fanuzzi

Undergraduate Theses, Professional Papers, and Capstone Artifacts

This project is a critical analysis of news reports that discuss the potential origins of the 'COVID-19' pandemic for the purposes of identifying themes and trends in the actual reporting. Around 500 news reports published in the U.S. were analyzed and over 100 of them were selected for the critical review. Articles were found using 'Access News Archive' and Google search engine. Original methods for analyzing and reviewing articles were developed and used. A case study is included aside from the review which focuses specifically on trends in fact-check reporting during the pandemic.

Beyond Traditional Ip: Addressing Regulatory Barriers, Cynthia M. Ho

Faculty Publications & Other Works

The chapter begins with the genesis of relevant regulatory protections and their general parameters before discussing their prevalence among countries. It then turns to discussion of proposed and actual modification of TRIPS requirements for COVID and how that intersects with these regulatory barriers. The chapter concludes with recommendations.

Artificial Intelligence And Intellectual Property In Healthcare Technologies, Charlotte A. Tschider, Cynthia M. Ho

Faculty Publications & Other Works

No abstract provided.

Addressing Ip And Technology Challenges To Pandemic Protection: A Need For Global Coordination To Promote National Security, Cynthia M. Ho

Faculty Publications & Other Works

This Artie!£ argues that effective national security mandates protection against the spread of infectious diseases, which requires addressing intellectual property (IP) and technology obstacles. Without modification, IP laws can bar the manufacture of needed treatments by anyone besides the IP owner and its licensees. Although there was some recognition during the COVID-19 pandemic that existing IP laws should be modified, there was strong resistance not only by IP-owning companies, but also by individual countries that impeded the ability to manufac­ture needed vaccines during the height of the pandemic. Many global leaders have recognized that future pandemics are inevitabw and that …