Law Commons^™

Curiosities Of Standing In Trade Secret Law, Charles T. Graves

Northwestern Journal of Technology and Intellectual Property

Standing under the Uniform Trade Secrets Act – the right to pursue a misappropriation claim – is a vexing question when compared to patent, copyright, and trademark law. Instead of requiring ownership or license rights as a condition to sue, courts often find that mere possession of an asserted trade secret suffices for standing, even when the provenance of the information is murky. In some cases, courts even allow trade secret plaintiffs to claim intellectual property rights in the preferences and desires expressed to them by their customers in lawsuits designed to stop former employees from doing business with those …

About-Face: How Facebook’S Restrictions On User Posts Could Violate Antitrust Law, Efrem Berk

Northwestern Journal of Technology and Intellectual Property

This Note examines whether Facebook’s restrictions on its users’ posts are subject to Sherman Act § 2. This Note looks at the economic activity generated by social media activity and argues that posts are commerce. While this piece finds that current antitrust jurisprudence likely favors Facebook, an alternative approach sought by some antitrust scholars could influence judges to preclude the platform’s restrictions.

The Power Of Local: Nearby Innovators Dominate Patented Technology Development, Richard Gruner

Northwestern Journal of Technology and Intellectual Property

Advances by nearby innovators – close enough to interact in person – play key roles in patented technology development. Patents frequently cite nearby innovations, identifying these local innovations as the background for further patented inventions. Such citations reveal narrow geographic areas with intensely active innovation communities advancing similar projects and technologies. Local innovators – working within a commutable distance of 40 miles or less of each other – accounted for 25 percent of all patent citations between 2010 and 2019 and about 21 percent of citations by disinterested patent examiners reviewing patent applications. These percentages of citations to local advances …

Law Informs Code: A Legal Informatics Approach To Aligning Artificial Intelligence With Humans, John J. Nay

Northwestern Journal of Technology and Intellectual Property

Artificial Intelligence (AI) capabilities are rapidly advancing. Highly capable AI could cause radically different futures depending on how it is developed and deployed. We are unable to specify human goals and societal values in a way that reliably directs AI behavior. Specifying the desirability (value) of AI taking a particular action in a particular state of the world is unwieldy beyond a very limited set of state-action-values. The purpose of machine learning is to train on a subset of states and have the resulting agent generalize an ability to choose high value actions in unencountered circumstances. Inevitably, the function ascribing …

The Evidentiary Implications Of Interpreting Black-Box Algorithms, Varun Bhatnagar

Northwestern Journal of Technology and Intellectual Property

Biased black-box algorithms have drawn increasing levels of scrutiny from the public. This is especially true for those black-box algorithms with the potential to negatively affect protected or vulnerable populations.1 One type of these black-box algorithms, a neural network, is both opaque and capable of high accuracy. However, neural networks do not provide insights into the relative importance, underlying relationships, structures of the predictors or covariates with the modelled outcomes.2 There are methods to combat a neural network’s lack of transparency: globally or locally interpretable post-hoc explanatory models.3 However, the threat of such measures usually does not bar an actor …

Compulsory Licensing: A Potential Solution To The Antitrust Dilemma Of Technology Standards Setting, Shen Peng

Northwestern Journal of Technology and Intellectual Property

The Constitution grants patent owners exclusive rights over their inventions to “promote the Progress of Science.”1 This clause was drafted based on the belief that monetary incentives granted to the first inventor, such as the proceeds from selling and licensing the invention, will foster new ideas and accelerate innovation to the benefit of the public welfare. However, when the first inventor is the sole benefactor of the rewards from the innovation, subsequent innovation may be stifled.

For instance, the first person to invent the idea of a mobile phone but lacking the right to use the underlying technologies essential to …

A Loaded God Complex: The Unconstitutionality Of The Executive Branch’S Unilaterally Withholding Zero-Days, Brendan Gilligan

Northwestern Journal of Technology and Intellectual Property

No abstract provided.

Video Games And The First Amendment, Eli Pales

Northwestern Journal of Technology and Intellectual Property

The video game industry is massive, with an annual revenue of $180 billion worldwide; $60 billion of that in America alone. For context, the industry’s size is greater than that of the movie, book, and music industries combined. Yet, despite this market dominance, the video game industry is relatively new. Only in the 2011 decision of Brown v. Entertainment Merchants Association did the Supreme Court extend First Amendment protection to games. Still, the Court failed to define the scope of the game medium. As understood by an average person, a video game could be something as simple as Pac-Man or …

Quantum Copyright Law: Schrödinger’S Cat, Banksy’S Shredder, And Art On The Edge, Richard Chused

Northwestern Journal of Technology and Intellectual Property

An object has been assembled by artists I know that presents a fascinating set of conundrums about the relationships between quantum physics, shredders, random surprises, the value of art, and copyright law. Seems fantastical, right? And so it is. The object of concern is a metal box a little under four feet tall, about eighteen inches deep, and a bit less than three feet wide. The box is welded together along all twelve of its edges. It has an opening across one side. And there is a small control panel on top.

Before the box was welded shut, a set …

Copyright And Federalism: Why State Waiver Of Sovereign Immunity Is The Best Remedy For State Copyright Infringement, Leroy J. Ellis V

Northwestern Journal of Technology and Intellectual Property

When a photographer intentionally takes a picture of a subject, or a writer puts a story to paper, the resulting works are protected by copyright. That protection is bolstered after the authors register their works with the Copyright Office. All private parties, from individuals to corporations, can be sued for infringing on the work should they use it without pay or permission.

However, what happens when the infringer is not a private party? What happens when the state or a state entity is the infringer? What happens when a public university decides to use a copyright owner’s work without pay …

The First Amendment And Online Access To Information About Abortion: The Constitutional And Technological Problems With Censorship, John Villasenor

Northwestern Journal of Technology and Intellectual Property

To what extent could an abortion-restrictive state impede access to online information about abortion? After Dobbs, this question is no longer theoretical. This essay engages with this issue from both a legal and technological perspective, analyzing First Amendment jurisprudence as well as the technological implications of state-level online censorship. It concludes that the weight of Supreme Court precedent indicates that state attempts to censor information regarding out-of-state abortion services would violate the First Amendment. That said, the essay also recognizes that as Dobbs itself upended precedent, it is unclear what Supreme Court would do when ruling on questions regarding …

Rethinking Equitable Estoppel In Patent Law, Joshua J. Lustig

Northwestern Journal of Technology and Intellectual Property

In almost every context, the Federal Circuit has used estoppel doctrines to provide protection to parties from some sort of injustice. Yet recently, with equitable estoppel, the Federal Circuit has decided to infuse concepts of Article III justiciability to justify limiting the doctrine as only applicable to issued patents. In doing so, the Federal Circuit has ignored the long history behind equitable estoppel in favor of a rule that is improperly rationalized by the Constitution. This note argues that Federal Circuit's recent equitable estoppel jurisprudence is inconsistent with equity's goal of fairness and presents a new theory of equitable estoppel …

Countering Personalized Speech, Leon G. Ho

Northwestern Journal of Technology and Intellectual Property

Social media platforms use personalization algorithms to make content curation decisions for each end user. These personalized recommendation decisions are essentially speech conveying a platform's predictions on content relevance for each end user. Yet, they are causing some of the worst problems on the internet. First, they facilitate the precipitous spread of mis- and disinformation by exploiting the very same biases and insecurities that drive end user engagement with such content. Second, they exacerbate social media addiction and related mental health harms by leveraging users' affective needs to drive engagement to greater and greater heights. Lastly, they erode end user …

Beacons: A Viable Solution To The Ever-Evolving Problem Of Corporate Data Breaches, Lauren Fiotakis

Northwestern Journal of Technology and Intellectual Property

In an increasingly virtual world, data breaches continuously plague large corporations. These companies have few options to keep their data out of the hands of persistent hackers, who often discover ways around any safeguards that may be in place. It seems as though any measures companies are currently able to employ merely delay the inevitable breach that will bring with it the potential loss of both customers’ data and their faith in the privacy and security of their information. These attacks can be debilitating to corporations; thus, it seems only fair to provide them the ability to take active measures …

Toward Decentralized Commercial Law For Digital Assets, Marek Dubovec

Northwestern Journal of Technology and Intellectual Property

Technology affects various facets of the society and law. It has been tightly coupled in a symbiotic relationship with commercial law, including the Uniform Commercial Code (U.C.C.). While the conceptual framework of the U.C.C. and its realist ethos has fostered innovation since the 1950s, recent technological advances pose new challenges. In particular, digital assets traded in decentralized blockchain systems promise to engender a wide array of applications, prompting new business practices.

A number of efforts have been recently undertaken to address the fundamental challenges to established legal concepts posed by these technological advances. All these efforts march forward grappling with …

Student Speech Online: A Matter Of Public Concern, Eric Hogrefe

Northwestern Journal of Technology and Intellectual Property

The Supreme Court’s recent decision in Mahanoy Area School District v. B. L. ex rel. Levy partially answered the long-standing question of when schools can police student speech that takes place online. But Mahanoy largely ignored decades of scholarship, and opinions by lower courts, all of which assumed online speech was governed by the Court’s earlier student speech cases—especially the seminal Tinker v. Des Moines Independent Community School District.

This Note argues that Mahanoy and Tinker are consistent with each other, and both are consistent with the Court’s decisions governing another distinctive kind of speech: public employee speech. It …

Fiscal Transformations Due To Ai And Robotization: Where Do Recent Changes In Tax Administrations, Procedures And Legal Systems Lead Us?, Maria Amparo Grau Ruiz

Northwestern Journal of Technology and Intellectual Property

Tax administrations are currently experiencing transformations worldwide. This phenomenon has an impact on traditional tax rules. Increased technological capabilities open the door to review procedural and substantial regulation. The reinforcement of reporting and transparency requirements, and the connectivity between information systems in the public and private sector, will probably have a decisive influence on the evolution of tax law. Chatbots capture relevant data about the legal persons subject to different types of tax obligations. This information may be used to prepare more detailed administrative guidance, or even design future normative reforms. To efficiently protect justice and the rule of law …

Muddy Waters: Fair Use Implications Of Google Llc V. Oracle America, Inc., Gary Myers

Northwestern Journal of Technology and Intellectual Property

Ooh

In the muddy water we’re falling

Ooh In the muddy water we’re crawling

Holds me down

Hold me now

Sold me out

In the muddy waters we’re falling

— Laura Pergolizzi (LP) - “Muddy Waters,” Lost On You (Vagrant Records 2016)

The United States Supreme Court ruling in Google LLC v. Oracle America, Inc. ended a long-running dispute between two giant technology companies. The case, which first began in 2010, has received considerable attention and commentary with regard to the scope of copyright protection for software and then about the contours of the fair use defense. The Court ultimately …

A Musical Cue For Fashion: How Compulsory Licenses And Sampling Can Shape Fashion Design Copyright, Caroline Olivier

Northwestern Journal of Technology and Intellectual Property

The fashion industry is the Wild West of intellectual property law. Fashion design protection is essentially non-existent, and designers take what they want when they want in the form of inspiration or complete copying. As technology advances and enables fashion designs to disseminate at high-tech speeds, there is no longer room for an apathetic approach to fashion intellectual property. If the law is a means for protecting the hard work of up-and-coming artists and providing incentives for innovation, changes must be made.

This note demonstrates how the fashion industry can adopt a copyright and licensing scheme similar to that of …

Maximizing Social Welfare Through The Tailoring Of Patent Duration And Using Algorithms To Calculate Optimal Patent Duration, Alvaro Cure Dominguez

Northwestern Journal of Technology and Intellectual Property

Patents are legal devices granted by the government that confer inventors exclusive rights to their invention for a limited time. In exchange, the U.S. government requires the inventors to publicly disclose their invention to allow individuals to recreate it upon expiration of the exclusivity period. Previously, academics regarded patents as a necessary means to overcome the free-rider dilemma (“FRD”), and they assumed that, without patents, society would be deprived of many potentially valuable innovations. This model has come under criticism. Researchers point to cases where inventors would have innovated regardless of a patent grant. They also highlight instances where patent …

Artificial Intelligence As Evidence, Paul W. Grimm, Maura R. Grossman, Gordon V. Cormack

Northwestern Journal of Technology and Intellectual Property

This article explores issues that govern the admissibility of Artificial Intelligence (“AI”) applications in civil and criminal cases, from the perspective of a federal trial judge and two computer scientists, one of whom also is an experienced attorney. It provides a detailed yet intelligible discussion of what AI is and how it works, a history of its development, and a description of the wide variety of functions that it is designed to accomplish, stressing that AI applications are ubiquitous, both in the private and public sectors. Applications today include: health care, education, employment-related decision-making, finance, law enforcement, and the legal …

Ostrich With Its Head In The Sand: The Law, Inventorship, & Artificial Intelligence, Ben Kovach

Northwestern Journal of Technology and Intellectual Property

As artificial intelligence (AI) system’s capabilities advance, the law has struggled to keep pace. Nowhere is this more evident than patent law’s refusal to recognize AI as an inventor. This is precisely what happened when, in 2020, the U.S. Patent and Trademark Office (USPTO) ruled that it will not accept an AI system as a named inventor on a patent.

This note explores untenable legal fiction that the USPTO’s ruling has created. First, it explores the current state of AI systems, focusing on those capable of invention. Next, it examines patent law’s inventorship doctrine and the USPTO’s application of that …

Foreword: Law + Computation: An Algorithm For The Rule Of Law And Justice?, Daniel W. Linna Jr.

Northwestern Journal of Technology and Intellectual Property

No abstract provided.

The Legislative Recipe: Syntax For Machine-Readable Legislation, Megan Ma, Bryan Wilson

Northwestern Journal of Technology and Intellectual Property

Legal interpretation is a linguistic venture. In judicial opinions, for example, courts are often asked to interpret the text of statutes and legislation. As time has shown, this is not always as easy as it sounds. Matters can hinge on vague or inconsistent language and, under the surface, human biases can impact the decision-making of judges. This raises an important question: what if there was a method of extracting the meaning of statutes consistently? That is, what if it were possible to use machines to encode legislation in a mathematically precise form that would permit clearer responses to legal questions? …

Governing The Unknown: How The Development Of Intellectual Property Law In Space Will Shape The Next Great Era Of Exploration, Exploitation, And Invention, Lauren Peterson

Northwestern Journal of Technology and Intellectual Property

No abstract provided.

The Genetic Panopticon: Genetic Genealogy Searches And The Fourth Amendment, Genevieve Carter

Northwestern Journal of Technology and Intellectual Property

As consumer DNA testing gains widespread popularity, so has law enforcement’s interest in leveraging genetic databases for criminal investigations. Consumer DNA testing products like 23andMe and Ancestry allow private individuals access to their genetic data on private databases. However, once coded, genetic data is free to be downloaded by users and uploaded to public databases. Police identify suspects by uploading cold case DNA to public genetic databases and find familial matches. If they identify a familial match, they narrow the field of suspects using traditional methods of investigation, which often includes extracting suspect DNA from a piece of their abandoned …

Technocapital@Biglaw.Com, Bruce A. Green, Carole Silver

Northwestern Journal of Technology and Intellectual Property

The transformative potential of technology in legal practice is well recognized. But wholly apart from how law firms actually use technology is the question of what law firms say about how they use and relate to technology—in particular, how law firms communicate whether technology matters and has value in what they do. In the past, firms in the BigLaw category, especially at the top echelon, have grounded their reputations on the credentials and achievements of their lawyers. In this paper, we explore whether elite law firms use technology similarly by describing it as an additional tool of inter-firm competition—a sort …

The Internet Archive’S National Emergency Library: Is There An Emergency Fair Use Superpower?, Aaron Schwabach

Northwestern Journal of Technology and Intellectual Property

On March 24, 2020, the Internet Archive announced that it would create a National Emergency Library offering no-waitlist borrowing of all of the books in its collection. In effect, this allowed unlimited, if temporary, downloads of copyrighted works. The National Emergency Library was presented as a response to the current national and global public health crisis; however, nothing in either the Copyright Act, 17 U.S.C. § 108 or the aspirational documents of ControlledDigitalLending.org provides a legal basis for a library to lend out more copies of a work at one time than it actually owns. Nor does the case law …

You Belong With Me: Recording Artists’ Fight For Ownership Of Their Masters, Ann Herman

Northwestern Journal of Technology and Intellectual Property

Copyright law, governed by the Copyright Act, is based on utilitarian theory, which balances artists’ interests in ownership of theircreations with the public’s interest in accessing and enjoying such creations. Copyright law provides for rights for creators of sound recordings, which include master rights—the recording artist’s copyright in the recording. Taylor Swift has brought the concept of master rights into the forefront of pop culture. In June 2019, Swift’s masters—the original sound recordings of her songs—were sold, and she publicly aired her dissatisfaction with the sale, as well as with overall premise that artists do not have a complete right …

Startups And Investors And Trolls, Oh My!: How Commercialization Patents Can Benefit Startup Innovation, Robert Chou

Northwestern Journal of Technology and Intellectual Property

Venture-backed startups play a crucial role in innovation and advancing our technology. However, the development of secondary markets for patents and the proliferation of patent assertion entities starting in the early twenty-first century has made the patent ecosystem a difficult environment for startups to navigate. Startups face challenges that their more established counterparts do not. First, startups must rely heavily on external sources of funding and, as a result, many decide to file for patents early in their lifecycle to signal their value to potential investors. Second, patent assertion entities threaten startups with patent infringement suits at a disproportionately high …