Science and Technology Law Commons^™

Data-Informed Duties In Ai Development, Frank Pasquale

Faculty Scholarship

No abstract provided.

Artificial Intelligence, Machine Learning, And Bias In Finance: Toward Responsible Innovation, Frank Pasquale, Kristin Johnson, Jennifer Elisa Chapman

Faculty Scholarship

No abstract provided.

Automation And Jobs: When Technology Boosts Employment, James Bessen

Faculty Scholarship

Will new technologies cause industries to shed jobs, requiring novel policies to address mass unemployment? Sometimes productivity-enhancing technology increases industry employment instead. In manufacturing, jobs grew along with productivity for a century or more; only later did productivity gains bring declining employment. What changed? The elasticity of demand. Using data over two centuries for US textile, steel and auto industries, this paper shows that automation initially spurred job growth because demand was highly elastic. But demand later became satiated, leading to job losses. A simple model explains why this pattern might be common, suggesting that today's technologies may cause some …

Industry Concentration And Information Technology, James Bessen

Faculty Scholarship

Industry concentration has been rising in the US since 1980. Does this signal declining competition and need for a new antitrust policy? Or are other factors causing concentration to rise? This paper explores the role of proprietary information technology (IT), which could increase the productivity of top firms relative to others and raise their market share. Instrumental variable estimates find a strong link between proprietary IT and rising industry concentration, accounting for much of its growth. Moreover, the top four firms in each industry benefit disproportionately. Large investments in proprietary software—$250 billion per year—appear to significantly impact industry structure.

Shocking Technology: What Happens When Firms Make Large It Investments?, James Bessen, Cesare Righi

Faculty Scholarship

Many economists see information technology (IT) as central to understanding trends in productivity, labor’s share of output, and employment, especially as new “artificial intelligence” (AI) technologies emerge. Yet it has been difficult to measure its effects. This paper takes a first look at the economic impacts of large custom software investment by firms—“IT shocks.” Using a novel difference-in-differences methodology, we estimate the productivity of these shocks and the associated effects on revenues and employment and we explore the implications in terms of labor’s share and other variables, including heterogeneous relationships by industry, AI use, and time. In our preferred models, …

Digital Market Perfection, Rory Van Loo

Faculty Scholarship

Google’s, Apple’s, and other companies’ automated assistants are increasingly serving as personal shoppers. These digital intermediaries will save us time by purchasing grocery items, transferring bank accounts, and subscribing to cable. The literature has only begun to hint at the paradigm shift needed to navigate the legal risks and rewards of this coming era of automated commerce. This Article begins to fill that gap first by surveying legal battles related to contract exit, data access, and deception that will determine the extent to which automated assistants are able to help consumers to search and switch, potentially bringing tremendous societal benefits. …

Rise Of The Robot Lawyers?, Milan Markovic

Faculty Scholarship

The advent of artificial intelligence has provoked considerable speculation about the future of the American workforce, including highly educated professionals such as lawyers and doctors. Although most commentators are alarmed by the prospect of intelligent machines displacing millions of workers, this is not so with respect to the legal sector. Media accounts and some legal scholars envision a future where intelligent machines perform the bulk of legal work, and legal services are less expensive and more accessible. This future is purportedly at hand as lawyers struggle to compete with technologically savvy alternative legal service providers.

This Article challenges the notion …

Diffusing New Technology Without Dissipating Rents: Some Historical Case Studies Of Knowledge Sharing, James Bessen, Alessandro Nuvolari

Faculty Scholarship

The diffusion of innovations is supposed to dissipate inventors’ rents. Yet in many documented cases, inventors freely shared knowledge with their competitors. Using a model and case studies, this article explores why sharing did not eliminate inventors’ incentives. Each new technology coexisted with an alternative for one or more decades. This allowed inventors to earn rents while sharing knowledge, attaining major productivity gains. The technology diffusion literature suggests that such circumstances are common during the early stages of a new technology.

Explanation < Justification: Gdpr And The Perils Of Privacy, Talia B. Gillis, Josh Simons

Faculty Scholarship

The European Union’s General Data Protection Regulation (GDPR) is the most comprehensive legislation yet enacted to govern algorithmic decision-making. Its reception has been dominated by a debate about whether it contains an individual right to an explanation of algorithmic decision-making. We argue that this debate is misguided in both the concepts it invokes and in its broader vision of accountability in modern democracies. It is justification that should guide approaches to governing algorithmic decision-making, not simply explanation. The form of justification – who is justifying what to whom – should determine the appropriate form of explanation. This suggests a sharper …

Law's Halo And The Moral Machine, Bert I. Huang

Faculty Scholarship

How will we assess the morality of decisions made by artificial intelli­gence – and will our judgments be swayed by what the law says? Focusing on a moral dilemma in which a driverless car chooses to sacrifice its passenger to save more people, this study offers evidence that our moral intuitions can be influenced by the presence of the law.

Informed Trading And Cybersecurity Breaches, Joshua Mitts, Eric L. Talley

Faculty Scholarship

Cybersecurity has become a significant concern in corporate and commercial settings, and for good reason: a threatened or realized cybersecurity breach can materially affect firm value for capital investors. This paper explores whether market arbitrageurs appear systematically to exploit advance knowledge of such vulnerabilities. We make use of a novel data set tracking cybersecurity breach announcements among public companies to study trading patterns in the derivatives market preceding the announcement of a breach. Using a matched sample of unaffected control firms, we find significant trading abnormalities for hacked targets, measured in terms of both open interest and volume. Our results …

Embedding Content Or Interring Copyright: Does The Internet Need The "Server Rule"?, Jane C. Ginsburg, Luke Ali Budiardjo

Faculty Scholarship

The “server rule” holds that online displays or performances of copyrighted content accomplished through “in-line” or “framing” hyperlinks do not trigger the exclusive rights of public display or performance unless the linker also possesses a copy of the underlying work. As a result, the rule shields a vast array of online activities from claims of direct copyright infringement, effectively exempting those activities from the reach of the Copyright Act. While the server rule has enjoyed relatively consistent adherence since its adoption in 2007, some courts have recently suggested a departure from that precedent, noting the doctrinal and statutory inconsistencies underlying …

Liability Design For Autonomous Vehicles And Human-Driven Vehicles: A Hierarchical Game-Theoretic Approach, Xuan Di, Xu Chen, Eric L. Talley

Faculty Scholarship

Autonomous vehicles (AVs) are inevitably entering our lives with potential benefits for improved traffic safety, mobility, and accessibility. However, AVs’ benefits also introduce a serious potential challenge, in the form of complex interactions with human-driven vehicles (HVs). The emergence of AVs introduces uncertainty in the behavior of human actors and in the impact of the AV manufacturer on autonomous driving design. This paper thus aims to investigate how AVs affect road safety and to design socially optimal liability rules in comparative negligence for AVs and human drivers. A unified game is developed, including a Nash game between human drivers, a …

Recovering Tech's Humanity, Olivier Sylvain

Faculty Scholarship

No abstract provided.

Book Review: Jonathan P. Thompson, River Of Lost Souls: The Science, Politics, And Green Behind The Gold King Mine Disaster (2018), Clifford J. Villa

Faculty Scholarship

On August 5, 2015, contractors for the U.S. Environmental Protection Agency (EPA) investigating the Gold King Mine in southwestern Colorado accidently released some three million gallons of contaminated water into the Animas River, triggering weeks of front-page headlines, months of congressional hearings, and now years of litigation. River of Lost Souls: The Science, Politics, and Greed Behind the Gold King Mine Disaster, a new book by Jonathan P. Thompson, suggests by its title a human folly behind this “disaster” much broader and deeper than one tragic accident wrought by EPA contractors. On this thesis, Thompson certainly delivers. However, what …

Authors And Machines, Jane C. Ginsburg, Luke Ali Budiardjo

Faculty Scholarship

Machines, by providing the means of mass production of works of authorship, engendered copyright law. Throughout history, the emergence of new technologies tested the concept of authorship, and courts in response endeavored to clarify copyright’s foundational principles. Today, developments in computer science have created a new form of machine, the “artificially intelligent” (AI) system apparently endowed with “computational creativity.” AI systems introduce challenging variations on the perennial question of what makes one an “author” in copyright law: Is the creator of a generative program automatically the author of the works her process begets, even if she cannot anticipate the contents …

The Value Of Deviance: Understanding Contextual Privacy, Timothy Casey

Faculty Scholarship

Recent decisions by the Supreme Court in Carpenter v. United States and the Illinois Supreme Court in Rosenbach v. Six Flags Entertainment Corporation signal a shift in the traditional understanding of what exactly is protected by a privacy interest. Carpenter distinguished between a police officer’s observation of a suspect’s location and a perpetual catalogue of a person’s movements obtained through cell site location information (CSLI). The pervasive and vast quantity of information from CSLI exposed a protected privacy interest. In Rosenbach, the Illinois Supreme Court found the unique and personal quality of biometric information meant that consent and disclosure requirements …

Computational Experimentation, Tabrez Y. Ebrahim

Faculty Scholarship

Experimentation conjures images of laboratories and equipment in biotechnology, chemistry, materials science, and pharmaceuticals. Yet modern day experimentation is not limited to only chemical synthesis, but is increasingly computational. Researchers in the unpredictable arts can experiment upon the functions, properties, reactions, and structures of chemical compounds with highly accurate computational techniques. These computational capabilities challenge the enablement and utility patentability requirements. The patent statute requires that the inventor explain how to make and use the invention without undue experimentation and that the invention have at least substantial and specific utility. These patentability requirements do not align with computational research capabilities, …

Automation And Predictive Analytics In Patent Prosecution: Uspto Implications And Policy, Tabrez Y. Ebrahim

Faculty Scholarship

Artificial-intelligence technological advancements bring automation and predictive analytics into patent prosecution. The information asymmetry between inventors and patent examiners is expanded by artificial intelligence, which transforms the inventor-examiner interaction to machine-human interactions. In response to automated patent drafting, automated office-action responses, "cloems" (computer-generated word permutations) for defensive patenting, and machine-learning guidance (based on constantly updated patent-prosecution big data), the United States Patent and Trademark Office (USPTO) should reevaluate patent-examination policy from economic, fairness, time, and transparency perspectives. By conceptualizing the inventor-examiner relationship as a "patenting market," economic principles suggest stronger efficiencies if both inventors and the USPTO have better information …

Data-Centric Technologies: Patent And Copyright Doctrinal Disruptions, Tabrez Y. Ebrahim

Faculty Scholarship

Data-centric technologies create information content that directly controls, modifies, or responds to the physical world. This information content resides in the digital world yet has profound economic and societal impact in the physical world. 3D printing and artificial intelligence are examples of data-centric technologies. 3D printing utilizes digital data for eventual printing of physical goods. Artificial intelligence learns from data sets to make predictions or automated decisions for use in physical applications and systems. 3D printing and artificial intelligence technologies are based on digital foundations, blur the digital and physical divide, and dramatically improve physical goods, objects, products, or systems. …

Towards A New California Revised Uniform Fiduciary Access To Digital Assets Act, Michael T. Yu

Faculty Scholarship

California enacted the Revised Uniform Fiduciary Access to Digital Assets Act (the California RUFADAA) to govern the disclosure (or nondisclosure) of digital assets when a California resident dies. Digital assets include not just emails and social media accounts but may also include online files and assets, digital currencies, domain names, and blogs. The California RUFADAA ostensibly governs the disclosure of digital assets only when a California resident dies, and it, therefore, does not govern the scenario when a California resident becomes incapacitated and can no longer handle his or her digital assets. This scenario is likely to become more common …

Data Generated By New Technologies And The Law: A Guide For Massachusetts Practitioners, Andrew Sellars

Faculty Scholarship

This brief paper, created as part of a training on new technologies and evidence for MCLE New England, outlines the standards used to compel disclosure of information under the Stored Communication Act, and reviews the types of data stored on various consumer devices and their likely custodians, as well as cases and notes relevant to each devices. The paper serves as a quick introduction and checklist for those considering gathering information from these devices in the course of investigations in Massachusetts. The devices outlined include cell phones, social media platforms, secure messaging services, fitness trackers, home assistant devices (or "smart …

Minds, Machines, And The Law: The Case Of Volition In Copyright Law, Mala Chatterjee, Jeanne C. Fromer

Faculty Scholarship

The increasing prevalence of ever-sophisticated technology permits machines to stand in for or augment humans in a growing number of contexts. The questions of whether, when, and how the so-called actions of machines can and should result in legal liability thus will also become more practically pressing. One important set of questions that the law will inevitably need to confront is whether machines can have mental states, or — at least — something sufficiently like mental states for the purposes of the law. This is because a number of areas of law have explicit or implicit mental state requirements for …

Will Artificial Intelligence Eat The Law? The Rise Of Hybrid Social-Ordering Systems, Tim Wu

Faculty Scholarship

Software has partially or fully displaced many former human activities, such as catching speeders or flying airplanes, and proven itself able to surpass humans in certain contests, like Chess and Jeopardy. What are the prospects for the displacement of human courts as the centerpiece of legal decision-making? Based on the case study of hate speech control on major tech platforms, particularly on Twitter and Facebook, this Essay suggests displacement of human courts remains a distant prospect, but suggests that hybrid machine – human systems are the predictable future of legal adjudication, and that there lies some hope in that combination, …

A Rule Of Persons, Not Machines: The Limits Of Legal Automation, Frank Pasquale

Faculty Scholarship

No abstract provided.

Existential Copyright And Professional Photography, Jessica Silbey, Eva Subotnik, Peter Dicola

Faculty Scholarship

Intellectual property law has intended benefits, but it also carries certain costs — deliberately so. Skeptics have asked: Why should intellectual property law exist at all? To get traction on that overly broad but still important inquiry, we decided to ask a new, preliminary question: What do creators in a particular industry actually use intellectual property for? In this first-of-its-kind study, we conducted thirty-two in-depth qualitative interviews of photographers about how copyright law functions within their creative and business practices. By learning the actual functions of copyright law on the ground, we can evaluate and contextualize existing theories of intellectual …