Law Commons^™

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 …

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.

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 …

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 …

International Cryptography Regulation And The Global Information Economy, Nathan Saper

Northwestern Journal of Technology and Intellectual Property

With the meteoric rise of the Internet and e-commerce in the 1990s came great attention to the problems and opportunities associated with cryptography. Throughout that decade, the United States and many foreign countries debated and experimented with various forms of cryptography regulation, and attempts were made at international harmonization. Since then, however, policy-making activity around cryptography has slowed, if not halted altogether, leaving individuals and companies to face a bewildering array of regulations—or, in many cases, to face regulations that are extraordinarily unclear and haphazardly applied.

This Note seeks to introduce the reader to the issue of international cryptography regulation …

The Collision Of Social Media And Social Unrest: Why Shutting Down Social Media Is The Wrong Response, Mirae Yang

Northwestern Journal of Technology and Intellectual Property

With the growing availability of Internet access across the globe, social media has transformed the traditional relationship between government authority and its citizens by providing the people with an innovative and powerful means to harmonize their efforts in expressing their political and social concerns. The importance of safeguarding Internet availability is more critical than ever before as access to the Internet is now the means by which the world communicates, stays informed, and engages in daily tasks. In the face of potential social unrest fueled by social media, the United States must take a preventative approach, one that matches our …