Intellectual Property Law Commons^™

Period-Proofing Your Data, Sofia Makepeace

Washington Journal of Law, Technology & Arts

Menstrual cycle tracking apps and their accompanying wearables, collectively known as FemTech, promise women health insights in a healthcare system that often fails to treat problems that primarily affect women. FemTech lets users map their cycles, recognize symptoms, experience non-hormonal birth control, and contribute to long-overdue research on conditions like endometriosis, PCOS, and perimenopause. But after Dobbs v. Jackson Women’s Health Organization, the same datasets that empower users have also become valuable in criminalizing abortion-related crimes. Because most FemTech privacy policies fall outside HIPAA, intimate logs of bleeding, sex, mood, and biometric signals can now be criminal evidence in …

The Algorithmic Collusion Problem: A Judicial Framework For Analyzing Algorithms Under § 1 Of The Sherman Act, Rix Ryskamp

Washington Journal of Law, Technology & Arts

Courts are increasingly seeing Sherman Act Section 1 claims that involve AI and other software algorithms at the center of alleged conspiracies to unreasonably restrain trade—often called algorithmic collusion claims. Adjudicating these claims can involve complex analyses of how algorithms interact with alleged conspiracies. However, most of the Section 1 case law stems from traditional agreements and can be hard to apply to algorithmic collusion scenarios. This Article provides a framework that judges and other adjudicators might use to analyze the role of an algorithm in an alleged conspiracy without becoming bogged down in technical details early in the case. …

Masthead

Washington Journal of Law, Technology & Arts

No abstract provided.

Table Of Contents

Washington Journal of Law, Technology & Arts

No abstract provided.

Stacking The Deck: Ai, Jury Selection, And The New Batson Problem, Alexandria Serra

Washington Journal of Law, Technology & Arts

Generative artificial intelligence has infiltrated jury selection right under our noses. What began as a passive data mining experiment has evolved into AI-powered jury selection tools that profile potential jurors by scoring, ranking, and recommending which citizens to exclude from jury service. Although these tools promise objectivity, they risk encoding the same racial and gender biases that Batson v. Kentucky sought to eliminate. Courtroom AI is here to stay. But when lawyers delegate peremptory strikes to statistical models trained on biased data, Batson becomes obsolete. No court can detect algorithmic bias that lacks discernible intent. No judge can analyze whether …

The Data Broker Loophole: Medicare’S Version, Ana Wacker

Washington Journal of Law, Technology & Arts

U.S. consumers participate in the exchange of less data privacy for the benefit of cheaper pricing, innovative services, and the illusion of choice. However, consumer choice at the expense of minimal data privacy has encouraged data broker markets to thrive on pure profit incentives. Seniors participating in Medicare enrollment feel the impact of these profit motives acutely. The Medicare enrollment process is littered with Third Party Marketing Organizations (TPMOs) who use lead generators to target seniors. With no consent, lead generators target Medicare eligible individuals and forward their personal information to insurance agents for a fee. The lead generators operate …

Table Of Contents

Washington Journal of Law, Technology & Arts

No abstract provided.

Masthead

Washington Journal of Law, Technology & Arts

No abstract provided.

From Software To Models: Rethinking Open Source In The Age Of Generative Ai, Dana Beldiman

Washington Journal of Law, Technology & Arts

Open-source software (OSS), a form of distributed and collaborative software development rooted in the ethos of early computer science, has evolved into an essential component of modern digital infrastructure. This article asks whether open source will assume a similarly transformative role within the emerging technological paradigm of generative artificial intelligence (AI).

Generative AI differs fundamentally from software: its constituent artifacts, architectures, generative capacities, and deployment contexts are distinct and substantially more complex. Despite these differences, foundation models continue to be released under licenses originally designed for software, which may not constitute a valid transfer of rights in the generative AI …

Threads Of Protection: Intellectual Property Protections For Fashion Designs In The Age Of Generative Ai, Nayomi Mendez Andrade

Washington Journal of Law, Technology & Arts

This Article examines the limitations of intellectual property law in the United States for fashion designers and their creations. In doing so, it considers the impact generative artificial intelligence technologies have had on such protections. Despite fashion’s cultural and economic significance, U.S. law offers only fragmented protection through copyrights, trademarks, trade dress, and patents. Copyright law is significantly constrained by the useful article doctrine and the separability requirement articulated in Star Athletica v. Varsity Brands. Thus, copyrights only protect separable artistic elements rather than garments as a whole. Trademark and trade dress protections are typically only effective for well-established brands, …

Generated Wills And Responsible Ai Use In Estate Law, Collin Peters

Washington Journal of Law, Technology & Arts

Generative AI tools have been increasingly used by corporations and individuals to create documents quickly and cheaply based on short human inputs. The coming of widely accessible and cheap-to-use generative AI tools introduces the possibility of firms or lay testators using AI to generate wills. However, the risks of using AI to generate wills are largely unexplored and have not received much regulatory attention nor discussion in the literature. As a result, the question of how to manage the risks of AI-generated wills in a way that ensures their safe, accessible, and productive use has largely gone unaddressed. This article …

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 …

Fiscal Sponsorship In Truly Independent Film: Entity And Model Choice And Legal Risks, Samuel Johnson

Washington Journal of Law, Technology & Arts

This article examines fiscal sponsorship as a legal and financing structure for “truly independent” films—low-budget, non-commercial projects created by filmmakers without access to studio financing, tax incentives, or traditional investors. Neither standalone nonprofit incorporation nor purely for-profit entity structures adequately address the unique needs of such projects. After surveying the development of fiscal sponsorship as a means of funding projects that meet an exempt purpose, relevant IRS guidance, and current prevailing practices and organizational structures in independent film, the article contends that a Model C (“regranting”) fiscal sponsorship paired with a single-member limited liability company (SMLLC) offers the optimal balance …

Fluid Agency In Ai Systems: A Case For Functional Equivalence In Copyright, Patent, And Tort, Anirban Mukherjee, Hannah H. Chang

Washington Journal of Law, Technology & Arts

Modern artificial intelligence (AI) systems lack human-like consciousness or culpability, yet they exhibit fluid agency: behavior that is (i) stochastic (probabilistic and path-dependent), (ii) dynamic (co-evolving with user interaction), and (iii) adaptive (able to reorient across contexts). Fluid agency generates valuable outputs but collapses attribution, irreducibly entangling human and machine inputs. This fundamental unmappability fractures doctrines that assume traceable provenance—authorship, inventorship, and liability—yielding ownership gaps and moral “crumple zones.”

This Article argues that only functional equivalence stabilizes doctrine. Where provenance is indeterminate, legal frameworks must treat human and AI contributions as equivalent for allocating rights and responsibility—not as a claim …

Death Of Substantiality: Why The Legal System Should Rethink The Application And Weight Of This Fair-Use Factor In The Context Of Social Media, Lindsey Vickers

Washington Journal of Law, Technology & Arts

The fair use test for exemption for liability from copyright infringement was codified in the 1970s and has not been updated since—despite major technological changes in the interim. While three of the test’s four prongs are still useful when applied to short-form media that now dominates worldwide media consumption, the factor that considers the substantiality of the portion used relative to the total work is obsolete. The current dysfunctionality of this prong in social media settings is not the only reason it should be reassessed by courts and Congress. The prong and its analysis are a bit of a Frankenstein. …

Table Of Contents

Washington Journal of Law, Technology & Arts

No abstract provided.

Masthead

Washington Journal of Law, Technology & Arts

No abstract provided.

Stolen Humanity On Display: Lacking Legislation For Human Remains In U.S. Museums, Sarah M. Fassio

Washington Journal of Law, Technology & Arts

In museums across the United States, displays of human remains are not rarities. Yet few attendees stop to consider the provenance behind those once-living parts of our ancestors. To do so, one would have to contend with an unpleasant history rife with scientific racism and graverobbing for the personal collections of society’s upper crust. Considering the origins of such displays reveals that the labels and names attached to human remains in museums often serve more to alienate them from their humanity than they do to connect or contextualize.

Legal regulations pertaining to displayed human remains are piecemeal. There are federal …

Precise Operations, Imprecise Laws: How Nebulous Laws Wreak Havoc In Outer Space, Matthew H. Ormsbee, Harine Raaj

Washington Journal of Law, Technology & Arts

As space operations advance with unprecedented precision, the laws governing these activities remain outdated, vague, and incapable of addressing contemporary challenges. The Outer Space Treaty (OST) and the Liability Convention, drafted in the Cold War era, fail to adequately define fundamental terms such as damage, fault, and compensation. This lack of legal precision creates significant liability gaps, particularly as space debris, mega-constellations, and private-sector actors reshape the space landscape. This article explores how these ambiguities hinder legal predictability and fair compensation for victims of space-related harm. By analyzing real-world space incidents, including the Cosmos 954 reentry, the Iridium-Cosmos collision, and …

Redefining Child Pornography In An Age Of Technological Advancement: The Concept Of Avoidable Harm, Debra D. Burke, Christopher N. Doval

Washington Journal of Law, Technology & Arts

In 2020, Netflix released on its streaming service the movie Cuties, a coming-of-age story about an 11-year-old Senegalese immigrant who joined a dance group. The film is a commentary against the hyper-sexualization of children and the pressure young girls face from social media and society and received a director’s award at the Sundance Film Festival. Its release, however, kicked off a culture war, prompting a movement to cancel Netflix subscriptions in response to the film’s sexually provocative imagery of young girls. The movie’s award-winning director defended the film’s message, explaining that the film was her own story, struggling as a …

Tailoring The Law: Protecting Fashion In The Future, Imaad Huda

Washington Journal of Law, Technology & Arts

This article identifies how the current legal system in the United States harms fashion designers and the art they produce. It explains how fashion as an industry lacks a system of law that best fits the issues posed by design theft due to fast fashion. Fast fashion companies, through modern technology, are able to reproduce stolen designs with haste. Currently, there are a few notable cases that have spawned from design theft, but their verdicts may be limited in their ability to change policy or raise significant legal issues. This article analyzes both current federal enforcement mechanisms and design practices …

Unravelling The Metaverse Matrix: Navigating Privacy Protection Within Modelling And Simulation Platforms, Eugenia Georgiades, James Birt

Washington Journal of Law, Technology & Arts

This article examines how personal data are regulated in emerging modelling and simulation environments, including computer games, mobile apps, and digital twin platforms. This article centers on a specific type of simulated and modelling environment, namely the metaverse. This article considers the privacy issues that arise when people subscribe to and participate in modelling and simulation platforms where vast amounts of data are collected, disclosed and stored. Such data may be vulnerable to misuse by the platform and third parties. This article considers Meta’s “horizons metaverse” platform as a case study for an immersive modelling and simulation platform. It examines …

The Compact Clause And Cyberwar, Josie Laing

Washington Journal of Law, Technology & Arts

This article seeks to bring attention to the potential modern utility of Article 1, Section 10, Clause 3: the Compact Clause. This section of the Constitution has historically been archived. However, given cyberspace’s ever-growing prominence, the Compact Clause should be reconsidered as cyber warfare presents a novel opportunity for states to exercise their sovereign rights.

Section 10 restricts states’ powers to engage with foreign entities. Without the consent of Congress, states cannot enter into agreements with foreign powers or engage in war. These restrictions on states were necessary when the Constitution was drafted. To navigate foreign affairs nimbly, the United …

The Paradoxical Solution To Enforce Resale Royalties And Keep The Nft Market Decentralized, Katelyn Holcomb

Washington Journal of Law, Technology & Arts

This article examines the role of resale royalties in maintaining decentralization in the NFT ecosystem and supporting financial sustainability for artists. Although resale royalties, also known as creator royalties, are widely valued by NFT artists, they have been frequently undermined by the centralized policies of large NFT marketplaces. These include zero-royalty policies that are driven by the competitive pressure to gain market share, where platforms allow buyers and sellers to bypass creator royalties. This behavior has led to a destructive race to the bottom and the overall erosion of resale royalties. To address this problem in the NFT market, this …

Carano V. Disney: The First Amendment Right Of Expressive Association As A Defense To Firing Employees For Their Political Speech, Joel Timmer

Washington Journal of Law, Technology & Arts

Following a series of controversial social media posts by actress Gina Carano, a cast member of the Disney+ Star Wars series, The Mandalorian, Disney terminated her employment on the show and announced that Carano would not appear in any future Star Wars projects. According to Disney, Carano was terminated because the views expressed in her posts did not align with the company’s values. Carano filed suit against Disney, claiming Disney violated California state labor laws that generally prohibit employers from sanctioning employees for their political activities. In response, Disney claims that the First Amendment right of expressive association provides …

The Need For An International Ai Research Initiative: How To Create And Sustain A Virtuous Research-Regulation Cycle To Govern Ai, Kevin Frazier

Washington Journal of Law, Technology & Arts

This paper explains the need for an international AI research initiative. The current focus of lawmakers at the subnational, national, and international level on regulation over research has created an imbalance, neglecting the critical role of continuous, informed research in developing laws that keep pace with rapid technological advancements in AI.

The proposed international AI research initiative would serve as a central hub for comprehensive AI risk analysis, modeled on successful precedents like CERN and the IPCC. CERN exemplifies a collaborative research environment with pooled resources from member states, leading to significant advancements in particle physics. Similarly, the IPCC has …

Google Searching For The Truth: Examining The Admissibility Of Internet Search History, Chisup Kim

Washington Journal of Law, Technology & Arts

The internet has become more ubiquitously available than ever before, with search engines serving as the portals to an unparalleled amount of information. As a byproduct of this phenomenon, a vast amount of internet search history has also begun to enter legal proceedings as evidence. The most intimate questions that defendants have asked their search engines have begun to be examined under the scope of the Federal Rules of Evidence or a state equivalent. This Comment examines the admissibility of internet search history and provides a general legal framework based on the Federal Rules of Evidence. Drawing upon six cases, …

Everybody Wants To Rule The World: Central Bank Digital Currencies In The Era Of Decoupling The World’S Two Largest Economies, James M. Cooper

Washington Journal of Law, Technology & Arts

Some 130 central banks around the world are experimenting with various levels of a central bank digital currency (“CBDC”), a digitized form of a sovereign-backed, national currency that is a liability of that country’s central bank. Unlike fiat currency, CBDCs are trackable and potentially subject to interference and even freezing by government authorities. CBDCs will affect citizens’ control over commerce, payments, and savings, and impact their privacy rights. The Chinese government has piloted, refined, and rolled out its own CBDC called the Digital Currency/Electronic Payment initiative (“DC/EP”), also known as the digital yuan or e-CNY. The Chinese government is far …

When Ai Remembers Too Much: Reinventing The Right To Be Forgotten For The Generative Age, Cheng-Chi Chang

Washington Journal of Law, Technology & Arts

The emergence of generative artificial intelligence (AI) systems poses novel challenges for the right to be forgotten. While this right gained prominence following the 2014 Google Spain v. Gonzalez case, generative AI’s limitless memory and ability to reproduce identifiable data from fragments threaten traditional conceptions of forgetting. This Article traces the evolution of the right to be forgotten from its privacy law origins towards an independent entitlement grounded in self-determination for personal information. However, it contends the inherent limitations of using current anonymization, deletion, and geographical blocking mechanisms to prevent AI models from retaining personal data render forgetting infeasible. Moreover, …

All Eyez On Rap & Hip-Hop: Analyzing How Black Expression Is Criminalized And The Language Of The Rap Act Of 2022, Maia Young

Washington Journal of Law, Technology & Arts

The Black existence, in the United States of America, has always been regarded as a conditional right. Conventionally, Blackness must always be nonviolent and non-disruptive to safely exist. Because of this, Blackness cannot be confined to restraints and disrupts these conventions with acts of joy and creative expression. Black creativity is both unconventional and sacred. Black creative expression documents, preserves, and unifies cultural lived experiences, from a first-hand lens of those oppressed. Creative and artistic expression celebrates the myriad of stories that are a part of the collective Black experience. Yet, Black creative expression is now being weaponized by prosecutors …