Law Commons^™

The Promise And Perils Of Tech Whistleblowing, Hannah Bloch-Wehba

Northwestern University Law Review

Whistleblowers and leakers wield significant influence in technology law and policy. On topics ranging from cybersecurity to free speech, tech whistleblowers spur congressional hearings, motivate the introduction of legislation, and animate critical press coverage of tech firms. But while scholars and policymakers have long called for transparency and accountability in the tech sector, they have overlooked the significance of individual disclosures by industry insiders—workers, employees, and volunteers—who leak information that firms would prefer to keep private.

This Article offers an account of the rise and influence of tech whistleblowing. Radical information asymmetries pervade tech law and policy. Firms exercise near-complete …

Do Patents Drive Investment In Software?, James Hicks

Northwestern University Law Review

In the wake of a quartet of Supreme Court decisions which disrupted decades of settled law, the doctrine of patentable subject matter is in turmoil. Scholars, commentators, and jurists continue to disagree sharply over which kinds of invention should be patentable. In this debate, no technology has been more controversial than software. Advocates of software patents contend that denying protection would stymie innovation in a vital industry; skeptics argue that patents are a poor fit for software, and that the social costs of patents outweigh any plausible benefits. At the core of this disagreement is a basic problem: the debate …

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.

Big Data Affirmative Action, Peter N. Salib

Northwestern University Law Review

As a vast and ever-growing body of social-scientific research shows, discrimination remains pervasive in the United States. In education, work, consumer markets, healthcare, criminal justice, and more, Black people fare worse than whites, women worse than men, and so on. Moreover, the evidence now convincingly demonstrates that this inequality is driven by discrimination. Yet solutions are scarce. The best empirical studies find that popular interventions—like diversity seminars and antibias trainings—have little or no effect. And more muscular solutions—like hiring quotas or school busing—are now regularly struck down as illegal. Indeed, in the last thirty years, the Supreme Court has invalidated …

Information Privacy And The Inference Economy, Alicia Solow-Niederman

Northwestern University Law Review

Information privacy is in trouble. Contemporary information privacy protections emphasize individuals’ control over their own personal information. But machine learning, the leading form of artificial intelligence, facilitates an inference economy that pushes this protective approach past its breaking point. Machine learning provides pathways to use data and make probabilistic predictions—inferences—that are inadequately addressed by the current regime. For one, seemingly innocuous or irrelevant data can generate machine learning insights, making it impossible for an individual to anticipate what kinds of data warrant protection. Moreover, it is possible to aggregate myriad individuals’ data within machine learning models, identify patterns, and then …

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 …

Rethinking The Dormant Commerce Clause?: Climate Change And Food Security, Michael Barsa

Northwestern Journal of Law & Social Policy

No abstract provided.

Amoral Machines, Or: How Roboticists Can Learn To Stop Worrying And Love The Law, Bryan Casey

Northwestern University Law Review

The media and academic dialogue surrounding high-stakes decisionmaking by robotics applications has been dominated by a focus on morality. But the tendency to do so while overlooking the role that legal incentives play in shaping the behavior of profit-maximizing firms risks marginalizing the field of robotics and rendering many of the deepest challenges facing today’s engineers utterly intractable. This Essay attempts to both halt this trend and offer a course correction. Invoking Justice Oliver Wendell Holmes’s canonical analogy of the “bad man . . . who cares nothing for . . . ethical rules,” it demonstrates why philosophical abstractions like …

Data-Generating Patents, Brenda M. Simon, Ted Sichelman

Northwestern University Law Review

Patents and trade secrets are often considered economic substitutes. Under this view, inventors can decide either to maintain an invention as a trade secret or to seek a patent and disclose to the public the details of the invention. However, a handful of scholars have recognized that because the patent disclosure requirements are not always rigorous, inventors may sometimes be able to keep certain aspects of an invention secret, yet still receive a patent to the invention as a whole. Here, we provide further insight into how trade secrets and patents may act as complements. Specifically, we introduce the concept …

Siri-Ously? Free Speech Rights And Artificial Intelligence, Toni M. Massaro, Helen Norton

Northwestern University Law Review

Computers with communicative artificial intelligence (AI) are pushing First Amendment theory and doctrine in profound and novel ways. They are becoming increasingly self-directed and corporal in ways that may one day make it difficult to call the communication ours versus theirs. This, in turn, invites questions about whether the First Amendment ever will (or ever should) cover AI speech or speakers even absent a locatable and accountable human creator. In this Article, we explain why current free speech theory and doctrine pose surprisingly few barriers to this counterintuitive result; their elasticity suggests that speaker humanness no longer may be …

Prosecuting Online Threats After Elonis, Michael Pierce

Northwestern University Law Review

In Elonis v. United States, decided last term, the Supreme Court vacated a conviction for online threats on the ground that the lower court erred in its instructions to the jury regarding mens rea. In doing so, however, the Court declined to articulate which mens rea standard would have sustained a conviction. It is thus currently uncertain which mens rea the government must prove when prosecuting online threats under 18 U.S.C. § 875(c). The Elonis Court discussed three potential mens rea standards; as universal standards for online threats, each leaves something to be desired. Fortunately, federal courts need not …

Regulating Cyber-Security, Nathan Alexander Sales

Northwestern University Law Review

The conventional wisdom is that this country’s privately owned critical infrastructure—banks, telecommunications networks, the power grid, and so on—is vulnerable to catastrophic cyber-attacks. The existing academic literature does not adequately grapple with this problem, however, because it conceives of cyber-security in unduly narrow terms: most scholars understand cyber-attacks as a problem of either the criminal law or the law of armed conflict. Cyber-security scholarship need not run in such established channels. This Article argues that, rather than thinking of private companies merely as potential victims of cyber-crimes or as possible targets in cyber-conflicts, we should think of them in administrative …

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 …

Check-In, Attendees Of The Symposium

NJTIP Annual Symposium

Check-in for the Northwestern Journal of Technology and Intellectual Property's 7th Annual Symposium

Sequential Musical Creation And Sample Licensing, Peter Dicola

Faculty Working Papers

All musical creation builds on previous works. But using fragments of existing musical works in a new work can often constitute copyright infringement. Copyright law, in cases like Bridgeport Music v. Dimension Films (6th Cir. 2005), has recently increased its restrictions on musicians who wish to engage in sampling, defined as the practice of using other creators' sound recordings to create new music. The paper describes a model of copyright holders' and samplers' incentives to create in light of the need to negotiate licenses for sample-based works to avoid violating copyright law. Even in the absence of traditional transaction costs …

Science Fiction And Shed Dna, D. H. Kaye

NULR Online

No abstract provided.

Brazil's Recent Threat On Abbott's Patent: Resolution Or Retaliation, Jennifer Bjornberg

Northwestern Journal of International Law & Business

In June 2005, Brazil threatened to infringe the patent of an anti-AIDS medication, Kaletra, patented and produced by a U.S. based pharmaceutical company, Abbott Laboratories. The resulting controversy necessarily implicated the World Trade Organization's Agreement on Trade Related Aspects of Intellectual Property ("TRIPS Agreement") as Brazil was a Member Nation under the agreement and Abbott's product was protected under that agreement. Ultimately, the threat came to a voluntary resolution between both parties, but the dispute raised a number of unique questions relating to international trade and public health concerns. This article will discuss the recent controversy between Abbott and Brazil …

Chinese Traditions Inimical To The Patent Law, The Symposium: Doing Business In China, Liwei Wang

Northwestern Journal of International Law & Business

These phenomena remind us of a common view that China's modernization of science and technology is "burdened by a number of constraints, primarily constraints in traditional culture and in the Marxist-Leninist one-party state." 5 More specifically, in discussing the patent law of the People's Republic of China (PRO), Beaumont claimed that the "two-fold problem in stimulating innovation" is "a residual mistrust of innovation as a result of years of foreign imperialistic colonization," and of "finding ways to encourage and reward innovation which are congruent with Marxist thought."6 This article asserts that China's traditional culture is probably as inimical to patent …

Telecommunications Regulatory Implications For International Edi Transactions, Aileen A. Pisciotta, James H. Barker

Northwestern Journal of International Law & Business

This article provides a general introduction to various telecommunications regulatory issues that should be included in the "calculus" of domestic and international EDI transactions. Part II places EDI generally within the broader context of telecommunications "value added" services, introducing the operational relationship between EDI and telecommunications networks, and the manner in which EDI services may be influenced by global telecommunications regulatory schemes. Particular emphasis is placed upon the United States as a "case study," in order to provide a familiar baseline from which to touch upon broader issues attending the international provision of EDI and other value added services.