Law Commons^™

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.

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 …

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 …

Do-Not-Track As Default, Joshua A.T. Fairfield

Northwestern Journal of Technology and Intellectual Property

Do-Not-Track is a developing online legal and technological standard that permits consumers to express their desire not to be tracked by online advertisers. Do-Not-Track has the ability to change the relationship between consumers and advertisers in the information market. Everything will depend on implementation. The most effective way to allow users to achieve their privacy preferences is to implement Do-Not-Track as a default feature.

The World Wide Web Consortium’s (W3C) standard setting body for Do-Not-Track has, however, endorsed a corrosive standard in its Tracking Preferences Expression (TPE) draft. This standard requires consumers to set their privacy preference by hand. This …

Addressing The Impediments Copyright Imposes On The Use Of Patent Specifications And Prior Art Documents To Improve Patent Quality, Ben Mceniery

Northwestern Journal of Technology and Intellectual Property

This article considers from an Australian perspective the impediments that copyright law places in the path of those who seek to use patent specifications and non-patent prior art documents in ways that are necessary to the proper functioning of the patent system. Until recently, copyright law in Australia had limited the uses to which members of the public could put patent specifications in that country. Those impediments have been removed as a result of an important legislative change to the way in which copyright in patent specifications can be enforced. The change gives the public a greater freedom to make …

Heavyweight Bots In The Clouds: The Wrong Incentives And Poorly Crafted Balances That Lead To The Blocking Of Information Online, Anjanette H. Raymond

Northwestern Journal of Technology and Intellectual Property

The United States and the European Union have long recognized the need to protect ISPs from potential liability from customers using their services to infringe intellectual property rights. These protections arise from a long-standing belief that intellectual property right holders should bear the burden of protecting their property, even in the quick moving Internet environment. However, a recent series of cases has called into question the ISPs’ liability protections as their technology is often the only real means to prevent wide scale infringing activity. This series has caused courts to revisit ISPs’ liability and to impose a ‘cooperative burden’ requiring …