Computer Law Commons^™

Ks Pop Celebrating Three Years Of Tech-Driven Justice For All, Ayyoub Ajmi

Faculty Works

This article explores the development and impact of the Kansas Protection Order Portal (KS POP), highlighting the vital role of law librarians in the portal's design and implementation. The article showcases how KS POP has streamlined the legal process for domestic violence, sexual assault, and human trafficking victims in Kansas, marking a significant advancement in accessible legal support and serving as a model for future innovations in the justice system.

Risky Speech Systems: Tort Liability For Ai-Generated Illegal Speech, Margot E. Kaminski

Publications

No abstract provided.

Introduction To The Symposium On Digital Evidence, Melinda (M.J.) Durkee, Megiddo Tamar

Scholarship@WashULaw

The past few decades have seen radical advances in the availability and use of digital evidence in multiple areas of international law. Witnesses snap cellphone photos of unfolding atrocities and post them online, while others share updates in real time through messaging apps. Immigration officers search cell phones. Private citizens launch open-source online investigations. Investigators scrape social media posts. Digital experts verify authenticity with satellite geolocation. These new types of evidence and digitally facilitated methods and patterns of evidence gathering and analysis are revolutionizing the everyday practice of international law, drawing in an ever-wider circle of actors who can contribute …

Orthogonalizing Inputs, Talia B. Gillis

Faculty Scholarship

This paper examines an approach to algorithmic discrimination that seeks to blind predictions to protected characteristics by orthogonalizing inputs. The approach uses protected characteristics (such as race or sex) during the training phase of a model but masks these during deployment. The approach posits that including these characteristics in training prevents correlated features from acting as proxies, while assigning uniform values to them at deployment ensures decisions do not vary by group status.

Using a prediction exercise of loan defaults basedon mortgage HMDA data and German credit data, the paper highlights the limitations of this orthogonalization strategy. Applying a lasso …

After Ftx: Can The Original Bitcoin Use Case Be Saved?, Mark Burge

Faculty Scholarship

Bitcoin and the other cryptocurrencies spawned by the innovation of blockchain programming have exploded in prominence, both in gains of massive market value and in dramatic market losses, the latter most notably seen in connection with the failure of the FTX cryptocurrency exchange in November 2022. After years of investment and speculation, however, something crucial has faded: the original use case for Bitcoin as a system of payment. Can cryptocurrency-as-a-payment-system be saved, or are day traders and speculators the actual cryptocurrency future? This article suggests that cryptocurrency has been hobbled by a lack of foundational commercial and consumer-protection law that …

The Unreasonable Effectiveness Of Large Language Models In Zero-Shot Semantic Annotation Of Legal Texts, Jaromir Savelka, Kevin D. Ashley

Articles

The emergence of ChatGPT has sensitized the general public, including the legal profession, to large language models' (LLMs) potential uses (e.g., document drafting, question answering, and summarization). Although recent studies have shown how well the technology performs in diverse semantic annotation tasks focused on legal texts, an influx of newer, more capable (GPT-4) or cost-effective (GPT-3.5-turbo) models requires another analysis. This paper addresses recent developments in the ability of LLMs to semantically annotate legal texts in zero-shot learning settings. Given the transition to mature generative AI systems, we examine the performance of GPT-4 and GPT-3.5-turbo(-16k), comparing it to the previous …

How To Understand China's Approach To Central Bank Digital Currency?, Heng Wang

Research Collection Yong Pung How School Of Law

China's central bank digital currency (CBDC), digital yuan or e-CNY, is likely to profoundly affect the international financial system. China's CBDC is fast evolving. Understanding the influencing factors of China's CBDC will likely be crucial to explore its future direction. Major influencing factors include (i) China's perception and conception of regulation and technology, (ii) complementarity between China's preferences and CBDC development, (iii) domestic and international legitimacy, and (iv) institutional development. This paper argues that these influencing factors contribute to China's likely approach of selectively reshaping the international financial system. Given the potential wide-ranging implications of the introduction of CBDC globally, …

Deontic Meta-Rules, Francesco Olivieri, Guido Governatori, Matteo Cristani, Antonino Rotolo, Abdul Sattar

Centre for Computational Law

The use of meta-rules in logic, i.e., rules whose content includes other rules, has recently gained attention in the setting of non-monotonic reasoning: a first logical formalisation and efficient algorithms to compute the (meta)-extensions of such theories were proposed in Olivieri et al. (2021, Computing defeasible meta-logic. In JELIA 2021, LNCS, vol. 12678, pp. 69-84. Springer.). This work extends such a logical framework by considering the deontic aspect. The resulting logic will not just be able to model policies but also tackle well-known aspects that occur in numerous legal systems. The use of Defeasible Logic to model meta-rules in the …

Cyber Plungers: Colonial Pipeline And The Case For An Omnibus Cybersecurity Legislation, Asaf Lubin

Articles by Maurer Faculty

The May 2021 ransomware attack on Colonial Pipeline was a wake-up call for a federal administration slow to realize the dangers that cybersecurity threats pose to our critical national infrastructure. The attack forced hundreds of thousands of Americans along the east coast to stand in endless lines for gas, spiking both prices and public fears. These stressors on our economy and supply chains triggered emergency proclamations in four states, including Georgia. That a single cyberattack could lead to a national emergency of this magnitude was seen by many as proof of even more crippling threats to come. Executive Director of …

Confidentiality Clauses In Settlement Agreements After The Consumer Review Fairness Act, Wayne Barnes

Faculty Scholarship

Online commerce has skyrocketed in recent years, and shoppers are purchasing goods or services online in greater numbers every year. The COVID-19 pandemic has only hastened the trend. One significant aspect of online shopping is the presence of consumer reviews posted by prior purchasers of goods or services, describing their experience with the products, the services and/or the selling merchant. A vast majority of online shoppers say that they rely on these reviews to help inform their purchasing decisions. Positive reviews can be tremendously beneficial to a business’ profitability, whereas negative reviews can be equally detrimental. Users of the internet …

Tax Reporting As Regulation Of Digital Financial Markets, Young Ran (Christine) Kim

Articles

FTX’s recent collapse highlights the overall instability that blockchain assets and digital financial markets face. While the use of blockchain technology and crypto assets is widely prevalent, the associated market is still largely unregulated, and the future of digital asset regulation is also unclear. The lack of clarity and regulation has led to public distrust and has called for more dedicated regulation of digital assets. Among those regulatory efforts, tax policy plays an important role. This Essay introduces comprehensive regulatory frameworks for blockchain-based assets that have been introduced globally and domestically, and it shows that tax reporting is the key …

The Common Law Inside Social Media, Anita Bernstein

Faculty Scholarship

No abstract provided.

Mass E-Carceration: Electronic Monitoring As A Bail Condition, Sara Zampierin

Faculty Scholarship

Over the past decade, the immigration and criminal legal systems have increasingly relied on electronic monitoring as a bail condition; hundreds of thousands of people live under this monitoring on any given day. Decisionmakers purport to impose these conditions to release more individuals from detention and to maintain control over individuals they perceive to pose some risk of flight or to public safety. But the data do not show that electronic monitoring successfully mitigates these risks or that it leads to fewer individuals in detention. Electronic monitoring also comes with severe restrictions on individual liberty and leads to harmful effects …

Out Of Sight, Out Of Mind? Remote Work And Contractual Distancing, Nicola Countouris, Valerio De Stefano

Articles & Book Chapters

Since the Covid-19 pandemic, remote work has acquired quasi-Marmite status. It has become difficult, if not impossible, to approach the issue in a measured and dispassionate way, which is one of the reasons books such as the present one are being published. Remote work is often seen as anathema by some who associate it with laziness, low productivity and the degradation of the social fabric of firms and of their creative and collaborative potential. The notorious views of CEOs such as Tesla and Twitter’s Elon Musk or JP Morgan’s Jamie Dimon come to mind, indicative – in the view of …

Introduction To The Future Of Remote Work, Nicola Countouris, Valerio De Stefano, Agnieszka Piasna, Silvia Rainone

Articles & Book Chapters

Debates on the future of work have taken a more fundamental turn in the wake of the Covid-19 pandemic. Early in 2020, when large sections of the workforce were prevented from coming to their usual places of work, remote work became the only way for many to continue to perform their professions. What had been a piecemeal, at times truly sluggish, evolution towards a multilocation approach to work suddenly turned into an abrupt, radical and universal shift. It quickly became clear that the consequences of this shift were far more significant and far-reaching than simply changing the workplace’s address. They …

Between Risk Mitigation And Labour Rights Enforcement: Assessing The Transatlantic Race To Govern Ai-Driven Decision-Making Through A Comparative Lens, Valerio De Stefano, Antonio Aloisi

Articles & Book Chapters

In this article, we provide an overview of efforts to regulate the various phases of the artificial intelligence (AI) life cycle. In doing so, we examine whether—and, if so, to what extent—highly fragmented legal frameworks are able to provide safeguards capable of preventing the dangers that stem from AI- and algorithm-driven organisational practices. We critically analyse related developments at the European Union (EU) level, namely the General Data Protection Regulation, the draft AI Regulation, and the proposal for a Directive on improving working conditions in platform work. We also consider bills and regulations proposed or adopted in the United States …

Regulating Ai At Work: Labour Relations, Automation, And Algorithmic Management, Valerio De Stefano, Virginia Doellgast

Articles & Book Chapters

Recent innovations in artificial intelligence (AI) have been at the core of massive technological changes that are transforming work. AI is now widely used to automate business processes and replace labour-intensive tasks while changing the skill demands for those that remain. AI-based tools are also deployed to invasively monitor worker conduct and to automate HR management processes.

Through the dual lens of comparative labour law and employment relations research, the articles in this special issue of Transfer investigate the role of collective bargaining and government policy in shaping strategies to deploy new digital and AI-based technologies at work. Together, they …

The Role Of Ethical Principles In Ai Startups, James Bessen, Stephen Michael Impink, Robert Seamans

Faculty Scholarship

Do high-tech startups benefit from developing more ethical AI? AI startups implement policies and take actions to manage ethical issues associated with data collection, storage, and usage and adapt to the norms of their industry. This paper describes these startups' ethics-related actions, including ethical AI policy adoption, and examines how these actions relate to startup performance. We find that merely adopting an ethical AI policy (i.e., a less costly signal) does not relate to increased performance. However, there is evidence that investors reward startups that take more costly preventative pro-ethics actions, like seeking expert guidance, training employees about unconscious bias, …

Data Localization And Government Access To Data Stored Abroad: Discussion Paper 2, Shanzay Pervaiz, Alex Joel

Joint PIJIP/TLS Research Paper Series

The Centre for Information Policy Leadership (CIPL) and Tech, Law & Security Program (TLS) have been collaborating on a project regarding data localization policies. As data localization is increasingly gaining traction, we seek to understand the different dimensions of the impacts and effectiveness of these policies. As part of this collaboration—CIPL published a paper on the “real life” business, societal, and consumer impacts of data localization policies and TLS published the present paper on whether data localization measures are legally effective in achieving one of their main ostensible purposes, i.e., to prevent foreign government access to data.

Human-Centered Design To Address Biases In Artificial Intelligence, Ellen W. Clayton, You Chen, Laurie L. Novak, Shilo Anders, Bradley Malin

Vanderbilt Law School Faculty Publications

The potential of artificial intelligence (AI) to reduce health care disparities and inequities is recognized, but it can also exacerbate these issues if not implemented in an equitable manner. This perspective identifies potential biases in each stage of the AI life cycle, including data collection, annotation, machine learning model development, evaluation, deployment, operationalization, monitoring, and feedback integration. To mitigate these biases, we suggest involving a diverse group of stakeholders, using human-centered AI principles. Human-centered AI can help ensure that AI systems are designed and used in a way that benefits patients and society, which can reduce health disparities and inequities. …

Returning Integrated Genomic Risk And Clinical Recommendations: The Emerge Study, Ellen W. Clayton, Jodell E. Linder, Aimee Allworth, Sara T. Bland, 100 Others...

Vanderbilt Law School Faculty Publications

The potential of artificial intelligence (AI) to reduce health care disparities and inequities is recognized, but it can also exacerbate these issues if not implemented in an equitable manner. This perspective identifies potential biases in each stage of the AI life cycle, including data collection, annotation, machine learning model development, evaluation, deployment, operationalization, monitoring, and feedback integration. To mitigate these biases, we suggest involving a diverse group of stakeholders, using human-centered AI principles. Human-centered AI can help ensure that AI systems are designed and used in a way that benefits patients and society, which can reduce health disparities and inequities. …

Governing Smart Cities As Knowledge Commons - Introduction, Chapter 1 & Conclusion, Brett M. Frischmann, Michael J. Madison, Madelyn Sanfilippo

Book Chapters

Smart city technology has its value and its place; it isn’t automatically or universally harmful. Urban challenges and opportunities addressed via smart technology demand systematic study, examining general patterns and local variations as smart city practices unfold around the world. Smart cities are complex blends of community governance institutions, social dilemmas that cities face, and dynamic relationships among information and data, technology, and human lives. Some of those blends are more typical and common. Some are more nuanced in specific contexts. This volume uses the Governing Knowledge Commons (GKC) framework to sort out relevant and important distinctions. The framework grounds …

Making Virtual Things, Joshua A.T. Fairfield

Scholarly Articles

People value virtual things—such as NFTs—because such assets trigger and satisfy deep-seated narratives of property and ownership. The cause of the recent series of failures to regulate virtual assets, and the resulting crashes, has been a failure to take seriously the ways people perceive and use the assets. Current legal frameworks fail to support buyers’ and users’ expectations of ownership in virtual things they purchase.

Making virtual things is a matter of social construction of value. Virtual things, like real-world things, have value because a community values them for a purpose. It therefore makes no sense to discount how and …

Securing Patent Law, Charles Duan

Articles in Law Reviews & Other Academic Journals

A vigorous conversation about intellectual property rights and national security has largely focused on the defense role of those rights, as tools for responding to acts of foreign infringement. But intellectual property, and patents in particular, also play an arguably more important offense role. Foreign competitor nations can obtain and assert U.S. patents against U.S. firms and creators. Use of patents as an offense strategy can be strategically coordinated to stymie domestic innovation and technological progress. This Essay considers current and possible future practices of patent exploitation in this offense setting, with a particular focus on China given the nature …

Common Sense Recommendations For The Application Of Tax Law To Digital Assets, Linda M. Beale, Jeremy Bearer-Friend, Jennifer Bird-Pollan, Samuel D. Brunson, Luís Calderón Gómez, Bryan Camp, Adam Chodorow, Mark Cochran, Lin William Cong, Matthew Foreman, Phil Gaudiano, I. Richard Gershon, Nathan C. Goldman, Jillian Grennan, Megan Justice, Young Ran (Christine) Kim, Herbert I. Lazerow, Tao Li, Lawrence Lokken, Omri Y. Marian, Orly Mazur, Stephanie Hunter Mcmahon, Tyler Menzer, Matt Metras, Ann M. Murphy, Henry Ordower, Amanda Parsons, Daniel Rabetti, Alex Raskolnikov, Tracey M. Roberts, Kerry A. Ryan, Edward A. Zelinsky

All Faculty Scholarship

In response to the Joint Committee on Taxation’s July 2023 request for comments on application of various Internal Revenue Code sections on digital assets, we propose a consistent set of rules to apply current law to digital assets. We highlight that the underlying economics and characteristics of transactions should be the primary concern for the application of rules and the valuation of digital assets. We believe any digital asset rules should (1) treat classes of digital assets with unique characteristics differently based on their economics, (2) minimize incentives for users to engage in tax-motivated structuring of transactions, and (3) allow …

The Failure Of Market Efficiency, William Magnuson

Faculty Scholarship

Recent years have witnessed the near total triumph of market efficiency as a regulatory goal. Policymakers regularly proclaim their devotion to ensuring efficient capital markets. Courts use market efficiency as a guiding light for crafting legal doctrine. And scholars have explored in great depth the mechanisms of market efficiency and the role of law in promoting it. There is strong evidence that, at least on some metrics, our capital markets are indeed more efficient than they have ever been. But the pursuit of efficiency has come at a cost. By focusing our attention narrowly on economic efficiency concerns—such as competition, …

An Essay About Privacy, Ronald Griffin

Journal Publications

Jessye Norman was an American opera singer. She died on October 1, 2019. On October 2, 2019, my wife got a grim diagnosis that put me in a stupor and reminded me, now more than ever, that my generation (that did so much good in the world) stands in line waiting for the Grim Reaper’s call. In a seventy-years (that have gone by too fast) I have watched my peers run from the realms of privacy, spaces where people implemented life plans uninterrupted by neighbours that were discernible, palpable, and real to everybody, to a realm where there is none. …

Combating Ransomware: One Year On, V. Gerard Comizio, Gary Corn, William Deckelman, Karl Hopkins, Mark Hughes, Patrick Mccarty, Sujit Raman, Kurt Sanger, Ari Schwartz, Melanie Teplinsky, Jackson Colling

Joint PIJIP/TLS Research Paper Series

No abstract provided.

Content Governance In The Shadows: How Telcos & Other Internet Infrastructure Companies "Moderate" Online Content, Prem M. Trivedi

Joint PIJIP/TLS Research Paper Series

No abstract provided.

The Future Concept Of Work, Nicola Countouris, Valerio De Stefano

Articles & Book Chapters

This chapter offers a reappraisal of the idea of ‘personal work’ and a critical assessment of the concept of subordination, which shapes the traditional contract of employment and subordinate work. The authors suggest that the notion of personal work may be more useful in attempts to develop a newly conceptualised concept of human labour, one capable of incorporating certain dimensions of (unpaid) gendered labour, ‘heteromated’ labour (‘heteromation’ is the extraction of economic value from low-cost or free labour in computer-mediated networks), and other forms of socially (and ecologically) valuable labour that hitherto have been excluded from the realm of formal, …