Generative AI’s Copyright Enigma: A Comparative Study of Fair Use and Fair Dealing

By: Taysir Awad

From Volume 14 (2024-2025)

Download this article in PDF format from the Jerome Hall Law Library’s Digital Repository.

Abstract:

At the dawn of this decade, generative Artificial Intelligence (AI) models were at the apogee of modern science and technology. Their emergence introduced the world to a new paradigm of creativity and innovation, where machines can synthesize art, literature, and design with unprecedented sophistication, blurring the boundaries between human ingenuity and algorithmic computation. These models have the capacity to regenerate Oscar Wilde with the depiction of Ansel Adams, rewrite Harry Potter with William Shakespear’s proverbial tongue, and redesign St. Peter’s Basilica with Gothic arches, Seljuk carved stones, and an Antoni Gaudi roof architecture, relocated in the heart of New York City with the facile of a prompt. Despite this novelty, the copyright industry was perturbed by what they considered a twofold threat to their livelihood. On the one hand, authors feared their works were being exploited, likely reproduced, without adequate remuneration. On the other hand, they feared these models were ominously generating new works, possibly derivative works, that directly compete with the very works that were used in the model’s formation. The matter is currently being adjudicated in courts across the globe.

This article examines whether fair use can protect AI companies from copyright liability for both the training process, which allegedly relies on the process of feeding AI datasets (foundation models) predominantly with copyrighted material scraped off the internet for purposes of machine learning; and the outputs that directly compete with the sampled material exploited during the training process. Although several scholars have begun to articulate their own thesis vis-à-vis its legality domestically, this article compares and anticipates how the judiciary in the United States will address these issues as opposed to courts in fair dealing jurisdictions across the globe. The article will expose how the dichotomy between the fair use doctrine and the fair dealing clause imperatively affects the progression of these types of technologies, concluding that fair use is more conductive to development than its foreign counterparts.

Under the Radar: The Hidden Harms of Patent Practices in Defense Contracting

By: Hunter Schmittou

From Volume 14 (2024-2025)

Download this article in PDF format from the Jerome Hall Law Library’s Digital Repository.

Abstract:

28 U.S.C. § 1498 allows the federal government and its contractors to use patented technologies without prior authorization, with the government assuming liability for infringement. While originally intended to facilitate procurement, its modern application has weakened patent protections, allowing contractors to incorporate patented innovations with minimal legal or financial consequences. This system disincentivizes private-sector investment in military technology, distorts competition, and increases procurement inefficiencies, ultimately placing the burden of infringement on taxpayers. The resulting imbalance not only stifles innovation but also entrenches reliance on a small group of dominant defense contractors, reducing technological diversity and slowing progress. Addressing these shortcomings requires structural reforms, including stronger licensing requirements, reallocation of infringement liability, and mechanisms to ensure good-faith licensing negotiations. Without intervention, Section 1498 will continue to undermine both technological advancement and the long-term efficiency of U.S. defense procurement.

Paternity, Protection, and Pirates: A Queer Theory Analysis of Intellectual Property Metaphors

By: Eden Sarid

From Volume 14 (2024-2025)

Download this Article in PDF format from the Jerome Hall Law Library’s Digital Repository.

Abstract:

Intellectual Property and queer theory share a fundamental concern with the interplay between private and public, tangible and intangible, and language and form. Queer theory emphasizes how language impacts the construction of identity and belonging, highlighting that discourse plays a pivotal role in structuring gender, sexuality, and normativity. Intellectual Property is often portrayed as strictly neutral, laser-focused on spurring creativity and innovation. However, is this portrayal reflective of reality? And does this purported neutrality hold up in IP’s rhetoric? By examining two principal IP terminologies through a queer lens – the term “protection” to describe IP legal privilege, and the metaphor of “paternity” to describe the link between authors and works – this article argues that IP rhetoric exhibits biased, gendered, and heteronormative characteristics. These terminologies reverberate in IP doctrine, case law, and literature, channelling certain individuals and groups into categories of proper and improper, socially desirable and undesirable, worthy and unworthy. This not only reinforces hegemonic power structures in innovation and culture but also significantly influences individuals’ well-being, participation, and the fabric of public life. Yet, it also exposes a powerful tenet of queer theory – the potential to reclaim terminologies and suggest different readings of conventional wisdoms.