Law Commons^™

Data-Informed Duties In Ai Development, Frank Pasquale

Faculty Scholarship

No abstract provided.

Liability For Ai Decision-Making: Some Legal And Ethical Considerations, Iria Giuffrida

Faculty Publications

No abstract provided.

Cryptocurrencies And Code Before The Courts, Vincent Ooi, Kian Peng Soh

Research Collection Yong Pung How School Of Law

In the rapidly developing cyber sphere dominated by cryptocurrencies and code, it is perhaps not uncommon for firms to focus on cutting-edge technological developments leaving the law behind as an afterthought. B2C2 Ltd v Quoine Pte Ltd (‘B2C2’)1 may serve as a timely reminder of the importance of the legal principles supporting e-commerce and Fintech. In the first case of its kind, B2C2 raised several key questions before the Singapore International Commercial Court (‘SICC’), seeking clarification on how the established legal concepts of breach of trust, mistake and unjust enrichment might apply in the context where an automated contract-forming software …

Frontiers In Precision Medicine Iv: Artificial Intelligence, Assembling Large Cohorts, And The Population Data Revolution, Adam Bress, Rich Albrechtsen, Monika Baker, Jorge L. Contreras, Zachary Fica, Austin Gamblin, Chelsea Ratcliff, Bianca E. Rich, Matt A. Szaniawski, Alyssa Thorman, Chad Vansant-Webb, Willard Dere

Utah Law Faculty Scholarship

Large cohort studies and more recently electronic medical records (EMR) are being used to collect massive amounts of genetic information. Implementation of artificial intelligence has become increasingly necessary to interpret this data with the goal of augmenting patient care. While it is impossible to predict what the future holds, policy makers are challenged to create guiding principles and responsibly roll out these new technologies. On March 22, 2019, the University of Utah hosted its fourth annual Precision Medicine Symposium focusing on artificial intelligence, assembling large cohorts, and the population data revolution. The symposium brought together experts in medicine, science, law …

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

Faculty Scholarship

No abstract provided.

Potential Liability For Physicians Using Artificial Intelligence, W. Nicholson Price Ii, Sara Gerke, I Glenn Cohen

Articles

Artificial intelligence (AI) is quickly making inroads into medical practice, especially in forms that rely on machine learning, with a mix of hope and hype. Multiple AI-based products have now been approved or cleared by the US Food and Drug Administration (FDA), and health systems and hospitals are increasingly deploying AI-based systems. For example, medical AI can support clinical decisions, such as recommending drugs or dosages or interpreting radiological images.2 One key difference from most traditional clinical decision support software is that some medical AI may communicate results or recommendations to the care team without being able to communicate the …

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 …

Cryptocurrencies And Code Before The Courts, Vincent Ooi, Kian Peng Soh

Research Collection Yong Pung How School Of Law

In the rapidly developing cyber sphere of e-commerce and Fintech, dominated by cryptocurrencies and code, it is perhaps not uncommon for firms to focus on cutting-edge technological developments, leaving the law behind as an afterthought. However, the case of B2C2 Ltd v Quoine Pte Ltd (“B2C2”) may serve as a timely reminder of the importance of the legal principles supporting e-commerce and Fintech. In the first case of its kind, B2C2 raised several key questions before the Singapore International Commercial Court, seeking clarification on how the established legal concepts of breach of trust, mistake and unjust enrichment might apply in …

Medical Ai And Contextual Bias, W. Nicholson Price Ii

Articles

Artificial intelligence will transform medicine. One particularly attractive possibility is the democratization of medical expertise. If black-box medical algorithms can be trained to match the performance of high-level human experts — to identify malignancies as well as trained radiologists, to diagnose diabetic retinopathy as well as board-certified ophthalmologists, or to recommend tumor-specific courses of treatment as well as top-ranked oncologists — then those algorithms could be deployed in medical settings where human experts are not available, and patients could benefit. But there is a problem with this vision. Privacy law, malpractice, insurance reimbursement, and FDA approval standards all encourage developers …

Redefining Leadership In The Age Of The Sdgs: Accelerating And Scaling Up Delivery Through Innovation And Inclusion, Phumzile Mlambo-Ngcuka, Rangita De Silva De Alwis

All Faculty Scholarship

In 2015 the United Nations adopted seventeen Sustainable Development Goals (SDGs) to promote prosperity while protecting the environment. Our research examines how the SDGs, considered the grandest vision for sustainable development for the world, can be accelerated by ambitious leaders in the field of innovation. Through careful selection based on the type of industry, scale, impact, and diversity, we study a cohort of bold leaders who are shaping a brave new world. In turn, the urgent charge of the SDGs provides a platform and an innovation lab to incubate new ideas for inclusion and technologies.

Catalyzing Privacy Law, Anupam Chander, Margot E. Kaminski, William Mcgeveran

Georgetown Law Faculty Publications and Other Works

The United States famously lacks a comprehensive federal data privacy law. In the past year, however, over half the states have proposed broad privacy bills or have established task forces to propose possible privacy legislation. Meanwhile, congressional committees are holding hearings on multiple privacy bills. What is catalyzing this legislative momentum? Some believe that Europe’s General Data Protection Regulation (GDPR), which came into force in 2018, is the driving factor. But with the California Consumer Privacy Act (CCPA) which took effect in January 2020, California has emerged as an alternate contender in the race to set the new standard for …

How To Address The Ai Governance Discussion? What Can We Learn From Singapore’S Ai Strategy?, Nydia Remolina Leon, Josephine Seah

Centre for AI & Data Governance

The following research piece explores how Singapore is addressing the AI Governance discussion. First, the document broadly provides some background to the Singapore’s AI strategy; second, it explains exactly what the Model AI Governance Framework is and how Singapore is addressing the AI Governance discussion; third, it compares Singapore’s approach with other jurisdictions’ and how important it is to contribute to the international debate on AI governance; and fourth, the document mentions some challenges ahead and observations on what is missing from current conversations about AI.

Data Regulation With Chinese Characteristics, Henry S. Gao

Centre for AI & Data Governance

Data regulation has become a key issue in today’s world. For various reasons, however, it has been challenging to understand data regulations in China, home to the largest e-commerce market in the world. This paper traces the evolution of data and Internet regulation in China, from the early days of the Chinese Internet, to the regulatory turf wars among different agencies, and all the way to the elevation of data and Internet regulation to the level of national security and the rise of a super-agency in charge of the issue in recent years. The paper argues that, the Chinese Internet …

Diversity As A Trade Secret, Jamillah Bowman Williams

Georgetown Law Faculty Publications and Other Works

When we think of trade secrets, we often think of famous examples such as the Coca-Cola formula, Google’s algorithm, or McDonald’s special sauce used on the Big Mac. However, companies have increasingly made the novel argument that diversity data and strategies are protected trade secrets. This may sound like an unusual, even suspicious, legal argument. Many of the industries that dominate the economy in wealth, status, and power continue to struggle with a lack of diversity. Various stakeholders have mobilized to improve access and equity, but there is an information asymmetry that makes this pursuit daunting. When potential plaintiffs and …

Future Work, Jeffrey M. Hirsch

AI-DR Collection

The Industrial Revolution. The Digital Age. These revolutions radically altered the workplace and society. We may be on the cusp of a new era—one that will rival or even surpass these historic disruptions. Technology such as artificial intelligence, robotics, virtual reality, and cutting-edge monitoring devices are developing at a rapid pace. These technologies have already begun to infiltrate the workplace and will continue to do so at ever increasing speed and breadth.

This Article addresses the impact of these emerging technologies on the workplace of the present and the future. Drawing upon interviews with leading technologists, the Article explains the …

New Tech V. New Deal: Fintech As A Systemic Phenomenon, Saule T. Omarova

Cornell Law Faculty Publications

Fintech is the hottest topic in finance today. Recent advances in cryptography, data analytics, and machine learning are visibly "disrupting" traditional methods of delivering financial services and conducting financial transactions. Less visibly, fintech is also changing the way we think about finance: it is gradually recasting our collective understanding of the financial system in normatively neutral terms of applied information science. By making financial transactions easier, faster, and cheaper, fintech seems to promise a micro-level "win-win" solution to the financial system's many ills.

This Article challenges such narratives and presents an alternative account of fintech as a systemic, macro-level phenomenon. …

Beyond State V Loomis: Artificial Intelligence, Government Algorithmization And Accountability, Han-Wei Liu, Ching-Fu Lin, Yu-Jie Chen

Research Collection Yong Pung How School Of Law

Developments in data analytics, computational power and machine learning techniques have driven all branches of the government to outsource authority to machines in performing public functions—social welfare, law enforcement and, most importantly, courts. Complex statistical algorithms and artificial intelligence (AI) tools are being used to automate decision-making and are having a significant impact on individuals’ rights and obligations. Controversies have emerged regarding the opaque nature of such schemes, the unintentional bias against and harm to under-represented populations, and the broader legal, social and ethical ramifications. State v Loomis, a recent case in the USA, well demonstrates how unrestrained and unchecked …

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.

Artificial Intelligence In The Medical System: Four Roles For Potential Transformation, Will Nicholson Price Ii

Articles

Artificial intelligence (AI) looks to transform the practice of medicine. As academics and policymakers alike turn to legal questions, a threshold issue involves what role AI will play in the larger medical system. This Article argues that AI can play at least four distinct roles in the medical system, each potentially transformative: pushing the frontiers of medical knowledge to increase the limits of medical performance, democratizing medical expertise by making specialist skills more available to non-specialists, automating drudgery within the medical system, and allocating scarce medical resources. Each role raises its own challenges, and an understanding of the four roles …

Grants, Nicholson Price Ii

Articles

Innovation is a primary source of economic growth and is accordingly the target of substantial academic and government attention. Grants are a key tool in the government’s arsenal to promote innovation, but legal academic studies of that arsenal have given them short shrift. Although patents, prizes, and regulator-enforced exclusivity are each the subject of substantial literature, grants are typically addressed briefly, if at all. According to the conventional story, grants may be the only feasible tool to drive basic research, as opposed to applied research, but they are a blunt tool for that task. Three critiques of grants underlie this …

Brief Of The R Street Institute As Amicus Curiae In Support Of Petitioner, Charles Duan

Amicus Briefs

It is a common but misleading premise of cases such as this one that the disappointed patent applicant has two options for judicial review: a 35 U.S.C. § 145 district court action and an appeal under 35 U.S.C. § 141. The applicant also has a non-judicial option: administrative remedies within the U.S. Patent and Trademark Office.

These administrative remedies add an important dimension to this case. The Court of Appeals adopted what it conceded was an atextual construction of § 145 expense recovery provision in order to ensure that § 145 actions were not cost-prohibitive to “small businesses and individual …

American Democratic Deficit In Assisted Reproductive Technology Innovation, Myrisha S. Lewis

Faculty Publications

In many areas of innovation, the United States is a leader, but this characterization does not apply to the United States' position in assisted reproductive technology innovation and clinical use. This article uses a political science concept, the idea of the "democratic deficit" to examine the lack of American public discourse on innovations in ART. In doing so, the article focuses on America's missing public consultation in health care innovation. This missing discourse is significant, as political and ethical considerations may impact regulatory decisions. Thus, to the extent that these considerations are influencing the decisions of federal agency employees, namely …

Algorithms And Human Freedom, Richard Warner, Robert Sloan

All Faculty Scholarship

Predictive analytics such as data mining, machine learning, and artificial intelligence drive algorithmic decision making. Its "all-encompassing scope already reaches the very heart of a functioning society". Unfortunately, the legal system and its various tools developed around human decisionmakers cannot adequately administer accountability mechanisms for computer decision making. Antiquated approaches require modernization to bridge the gap between governing human decision making and new technologies. We divide the bridge-building task into three questions. First, what features of the use of predictive analytics significantly contribute to incorrect, unjustified, or unfair outcomes? Second, how should one regulate those features to make outcomes more …

Intersection Of Law, Science, Technology, & The Humanities, Marissa J. Moran, Yu-Wen Chen, Sarah A. Standing

Publications and Research

The challenge of how best to incorporate the wealth of educational/research material currently available through technologies and drawn from the social, cultural, economic, political and legal aspects of our society today has brought together professors from three distinct disciplines and schools at New York City College of Technology, CUNY to research, design, and create innovative new courses and to continually revise content and methodology in existing courses. This dynamic and interdisciplinary approach to learning allows our undergraduate students opportunities to research and apply their knowledge to existing societal issues, in “real-time” to analyze, discuss, and suggest ways to improve upon …

The Internet Adopts Two-Way Radio, Henry Perritt

All Faculty Scholarship

The Internet, having displaced conventional correspondence with email, having displaced traditional libraries with online ones, having revolutionized shopping, having uprooted television and movies, now is absorbing police, fire, ambulance, and public utility two-radio systems.Digital radio technologies combine with Internet switching of transmitters, receivers, and networks, so that a police officer can talk to an ambulance driver or a train dispatcher across the state or across the country. Specialized cellphones are becoming indistinguishable from walkie-talkies. Cellular telephone channels replace two-way-radio air links.Integration of “private mobile radio” into the Internet is the result of specific advances in radio and networking technology that …

Singapore's Consistent, Agile Support For Innovation And Ip In A Digital Age, Sam Sim, Vincent Ooi

Research Collection Yong Pung How School Of Law

Singapore has been agile in refining its support for companies investing in the acquisition, development, enhancement and exploitation of intellectual property rights, which is the key to innovation in the digitalised economy of the future.Sam Sim and Vincent Ooi outline the main tax measures announced in recent budgets.

Regulating E-Cigarettes: Why Policies Diverge, Eric A. Feldman

All Faculty Scholarship

This paper, part of a festschrift in honor of Professor Malcolm Feeley, explores the landscape of e-cigarette policy globally by looking at three jurisdictions that have taken starkly different approaches to regulating e-cigarettes—the US, Japan, and China. Each of those countries has a robust tobacco industry, government agencies entrusted with protecting public health, an active and sophisticated scientific and medical community, and a regulatory structure for managing new pharmaceutical, tobacco, and consumer products. All three are signatories of the World Health Organization’s Framework Convention on Tobacco Control, all are signatories of the Agreement on Trade-Related Aspects of Intellectual Property Rights, …

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, …

Globalizing Online Learning: Exploring Culture, Corporate Social Responsibility, And Domestic Violence In An International Classroom, Daniela Peterka-Benton, Bond Benton

Department of Justice Studies Faculty Scholarship and Creative Works

The construction of a successful online collaboration between distinct cultural groups requires an informed cultural awareness. This is the exploration of such an online collaboration between American and Turkish Students. The focus of the shared student interaction was the concept of corporate social responsibility. As the concept is enacted differently in different cultures, this represented an ideal opportunity for topical student reflection and for cultural exploration. The approach utilized focused on relationship-building as a preface to content discussion based participant preferences suggested by relevant cultural research (e.g., Hofstede). Corporate social responsibility campaigns in the United States and Turkey focused on …

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. …