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Full-Text Articles in Science and Technology Law

Ultras: Rethinking Tax Policy For Digital Assets, Lauren Liedel Apr 2026

Ultras: Rethinking Tax Policy For Digital Assets, Lauren Liedel

The Journal of Business, Entrepreneurship & the Law

This comment examines the challenges current federal tax policy faces in addressing the rapidly expanding and volatile digital asset market. The author argues that the Internal Revenue Service’s (IRS) current "piecemeal" approach to defining taxable events—such as mining and staking—creates significant uncertainty for taxpayers and leads to strategic litigation. To resolve these issues, the article proposes the adoption of Unliquidated Tax Reserve Accounts (ULTRAs) as an alternative reporting framework. By utilizing blockchain's inherent capability to track notional interests, ULTRAs allow the IRS to account for economic activity while offering taxpayers the flexibility to defer actual payment until the assets are …


Guarding The Game: Building A Defensive Line Between Athletes' Biometric Data And Gambling Interests, Caroline Hébert Apr 2026

Guarding The Game: Building A Defensive Line Between Athletes' Biometric Data And Gambling Interests, Caroline Hébert

The Journal of Business, Entrepreneurship & the Law

This comment examines the intersection of wearable technology, professional sports, and the burgeoning sports betting industry. Focusing primarily on the National Football League (NFL), the author explores how biometric markers such as heart rate, stress levels, and fatigue—originally intended for player health and performance—are increasingly targeted for commercialization in the gambling market. The comment provides a critical analysis of the current legal landscape, noting that existing frameworks like HIPAA and GINA, as well as current Collective Bargaining Agreements (CBAs), offer insufficient protections for athletes' sensitive personal data. Hébert identifies key points of exploitation by third-party vendors and highlights the conflicting …


The Regulatory Framework For Crowdsourced Online Dispute Resolution: Revisiting The Dispute Resolution Triangle, Yun Zhao, Zhiming Xiao Feb 2026

The Regulatory Framework For Crowdsourced Online Dispute Resolution: Revisiting The Dispute Resolution Triangle, Yun Zhao, Zhiming Xiao

Pepperdine Dispute Resolution Law Journal

Crowdsourced Online Dispute Resolution (CODR) constitutes a transformative approach to digital-era disputes, fundamentally reconceptualizing dispute resolution through distributed participant networks rather than merely digitizing traditional alternative dispute resolution. Anchored in Katsh and Rifkin’s dispute resolution triangle (trust, convenience, expertise) and Perritt’s co-regulatory governance model, this paper analyzes CODR’s evolution from early systems such as iCourthouse to contemporary implementations. Case studies of eBay Community Court (contractual self-regulation prioritizing convenience) and Xianyu Small Court (state-aligned hybrid governance optimizing expertise through algorithmic juror specialization) demonstrate how platforms operationalize these theoretical frameworks. The legal analysis examines jurisdictional fragmentation and enforcement challenges, revealing how regulatory …


Being There: Perils Of Disembodied Mediation, Rob Mcniff Jul 2025

Being There: Perils Of Disembodied Mediation, Rob Mcniff

Pepperdine Dispute Resolution Law Journal

Following the growth of online mediation during the COVID-19 pandemic, practitioners and ADR scholars sought to delineate the virtues and shortcomings of the online process. Many report satisfaction with online mediation. Still, critics find the process devoid of emotional experience or otherwise “dehumanizing.” As ADR practitioners contrast online and face-to-face experiences, and recommend a forum to disputing parties, they should acknowledge that online platforms can never replicate physical encounters between embodied persons. This Article draws on the work of 20th century philosophers, psychologists, and sociologists to explore mediation as corporeal encounter between embodied subjects. Online mediation, by constraining the involvement …


Stranger Disputes: When Artificial Intelligence Turns Arbitration Upside Down, Imre Stephen Szalai Jul 2025

Stranger Disputes: When Artificial Intelligence Turns Arbitration Upside Down, Imre Stephen Szalai

Pepperdine Dispute Resolution Law Journal

Arbitration agreements are everywhere in the United States. These agreements already block access to courts in a troubling manner, and pursuant to these agreements, parties must resolve their disputes before a private, human arbitrator with broad, virtually unreviewable powers. However, with the growth of AI, companies could easily redraft their contracts to require arbitration before non-human bots or AI arbitrators instead of a human arbitrator. Based on the history, values, policy, and text of the Federal Arbitration Act (FAA), this Article concludes that the FAA would govern and support the use of an AI arbitrator. As a result, a pre-dispute …


Facial Recognition Technology: The Case For Comprehensive Federal Oversight, Christopher Hart May 2025

Facial Recognition Technology: The Case For Comprehensive Federal Oversight, Christopher Hart

Journal of the National Association of Administrative Law Judiciary

This article will argue that regulations for government agency use of FRT should be stringent and limit the exploitation of personal biodata in the private sector. Instead of creating a new agency, Congress could expand an existing agency’s responsibility by granting it regulatory power over facial recognition technology. First, this article will seek to delineate the contours of facial recognition technology and its contemporary application within the United States. Then, this article will analyze the intricacies of FRT in both the public and private sectors. Within the public domain, specific attention will be devoted to discussing the use of FRT …


Foia And The Use Of Ai In Government: Freedom Of Information Or An Empty Promise Of Openness?, Ronald L. Capaldi May 2025

Foia And The Use Of Ai In Government: Freedom Of Information Or An Empty Promise Of Openness?, Ronald L. Capaldi

Journal of the National Association of Administrative Law Judiciary

No abstract provided.


Requiem For The Eu: The Internal Costs Of The Brussels Effect And The Digital Services Act As Case Study, Jordan Smith May 2025

Requiem For The Eu: The Internal Costs Of The Brussels Effect And The Digital Services Act As Case Study, Jordan Smith

The Journal of Business, Entrepreneurship & the Law

The high levels of regulation of the European Union (EU) have been praised as a means of maintaining Europe’s relevance and influence on a global scale, which Professor Anu Bradford has termed “the Brussels Effect.” However, these pervasive regulations can also be characterized as roadblocks to Europe’s own economic growth and threats to its own commitment to democratic values. This paper will survey several ways in which Europe’s pervasive regulations are impacting its long-term wellbeing and then specifically examine a new EU regulation in the tech sector: The Digital Services Act.


The Increasing Prevalence Of Cyber Operations And The Inadequacy Of International Law To Address Them, Gabriel Smedes Apr 2025

The Increasing Prevalence Of Cyber Operations And The Inadequacy Of International Law To Address Them, Gabriel Smedes

Global Tides

This paper is a synthesis research article analyzing the legality of cyber operations within the international legal sphere. It works to define cyber operations and differentiate them from similar identifiers. The study looks to existing contributions to international law and explores how some existing some existing regulation is challenging to apply and it is difficult to implement new legislation. Highlighting the importance of legislation and regulations on cyber operations due to their increasing prevalence and danger.


Making Conflicts Of Interest Matter To Federally Funded Academic Research, Kimberly M. Papadantonakis Dec 2024

Making Conflicts Of Interest Matter To Federally Funded Academic Research, Kimberly M. Papadantonakis

Journal of the National Association of Administrative Law Judiciary

This article first provides background on the academic science and technology enterprise and the concerns of counterintelligence agencies that prompted the White House, DOJ, and Congress to act. Section III discusses specific criminal and civil cases, focusing on where prosecutions succeeded or faltered. Section IV covers the new rules and how the agencies are implementing them. Finally, Section V analyzes themes from the cases and examines how the new rules may impact future enforcement and compliance efforts.


Digital Coercive Control (Dcc): The Role Of Platforms In Victims’ (In)Justice And Potential For Online Dispute Resolution, Reeve Lanigan Jun 2024

Digital Coercive Control (Dcc): The Role Of Platforms In Victims’ (In)Justice And Potential For Online Dispute Resolution, Reeve Lanigan

Pepperdine Dispute Resolution Law Journal

Domestic violence (DV) is a form of gender-based violence characterized by acts of coercion whereby a perpetrator employs power and control to isolate, surveil, harass, and abuse a current or former intimate partner. The rise of and reliance on digital technologies, especially social networking sites, have intensified gender-based violence and methods of perpetuating DV. The term Digital Coercive Control (DCC) describes mechanisms perpetrators use to stalk, harass, and abuse current or former partners in cyberspace through technological platforms and their associated social media sites. The widespread expansion and power allocated to social networking sites and technology platforms has perpetuated the …


Is The Use Of Artificial Intelligence In Alternative Dispute Resolution A Viable Option Or Wishful Thinking?, Samuel D. Hodge Jr. Jun 2024

Is The Use Of Artificial Intelligence In Alternative Dispute Resolution A Viable Option Or Wishful Thinking?, Samuel D. Hodge Jr.

Pepperdine Dispute Resolution Law Journal

This article delves into the evolving relationship between artificial intelligence (AI) and the legal profession, particularly in the context of alternative dispute resolution (ADR). The introduction sets the stage by highlighting AI's transformative potential in reshaping legal practice through automation, efficiency, and data-driven insights. While acknowledging the uncertainty surrounding AI's long-term impact on the legal landscape, it emphasizes the need for investigation and adaptation as the technology evolves. Key considerations, such as AI technology's limitations, regulatory challenges, and ethical implications, are also addressed. Despite the promises of efficiency and accessibility, questions remain about AI's ability to replicate human reasoning and …


Decentralized Dispute Resolution: Using Blockchain Technology And Smart Contracts In Arbitration, Christoph Salger Jun 2024

Decentralized Dispute Resolution: Using Blockchain Technology And Smart Contracts In Arbitration, Christoph Salger

Pepperdine Dispute Resolution Law Journal

Can blockchain technology and smart contracts be used in the context of alternative dispute resolution, particularly arbitration, turning traditional procedures on their head? This article discusses various possible applications of blockchain technology and smart contracts in ADR. In particular, it addresses the possibility of fully automated execution of arbitral awards using a smart contract through so-called escrow mechanisms. Subsequently, it presents two promising approaches of so-called Decentralized Dispute Resolution (DDR), including Expert-Pooling and Crowdarbitration. DDR generally involves decisions made jointly by multiple or even all participants in a network (usually a blockchain network), rather than by just one or two …


The Post-Dobbs Reality: Privacy Expectations For Period-Tracking Apps In Criminal Abortion Prosecutions, Sophie L. Nelson Apr 2024

The Post-Dobbs Reality: Privacy Expectations For Period-Tracking Apps In Criminal Abortion Prosecutions, Sophie L. Nelson

Pepperdine Law Review

The Supreme Court’s decision to overturn Roe v. Wade and Planned Parenthood v. Casey in June 2022 was met with waves of both support and criticism throughout the United States. Several states immediately implemented or began drafting trigger laws that criminalize seeking and providing an abortion. These laws prompted several period-tracking app companies to encrypt their users’ data to make it more difficult for the government to access period- and pregnancy-related information for criminal investigations. This Comment explores whether the Fourth Amendment and U.S. privacy statutes protect users of period-tracking apps from government surveillance. More specifically, this Comment argues that …


Complying With New And Existing Biometric Data Privacy Laws, Ariel Latzer Jul 2023

Complying With New And Existing Biometric Data Privacy Laws, Ariel Latzer

The Journal of Business, Entrepreneurship & the Law

After providing an overview of the history behind biometric information, this article will discuss the Illinois Biometric Privacy Act (BIPA)—which laid the foundation for biometric privacy regulations in the United States—and then discuss the California Consumer Privacy Act (CCPA) and its amendments in the California Privacy Rights Act (CPRA). It will also briefly touch on biometric information regulations in other states and then delve into how some notable companies are currently using individuals’ biometric information to give readers a general idea of what is happening to their personal information and highlight areas businesses should take note of in order to …


Toward An Enhanced Level Of Corporate Governance: Tech Committees As A Game Changer For The Board Of Directors, Maria Lillà Montagnani, Maria Lucia Passador May 2023

Toward An Enhanced Level Of Corporate Governance: Tech Committees As A Game Changer For The Board Of Directors, Maria Lillà Montagnani, Maria Lucia Passador

The Journal of Business, Entrepreneurship & the Law

Although tech committees are increasingly being included in the functioning of the board of directors, a gap exists in the current literature on board committees, as it tends to focus on traditional board committees, such as nominating, auditing or remuneration ones. Therefore, this article performs an empirical analysis of tech committees adopted by North American and European listed companies in 2019 in terms of their composition, characteristics and functions. The aim of the study is to understand what “technology” really stands for in the “tech committees” label within the board, or – to phrase it differently – to ascertain what …


Freezing Innovation: How The Platform Competition And Opportunity Act Will Freeze Funds In The Tech Start-Up Market, Brandon Wong Feb 2023

Freezing Innovation: How The Platform Competition And Opportunity Act Will Freeze Funds In The Tech Start-Up Market, Brandon Wong

Pepperdine Law Review

The rise of technological giants like Amazon, Apple, Google, and Facebook motivated the House Judiciary Committee to pass a slew of new antitrust legislation bills to curb these companies’ considerable market power. The Platform Competition and Opportunity Act proposes to significantly cut a dominant online platform’s ability to continue growing by deeming certain acquisitions presumptively unlawful. The Act shifts the burden to the acquiring company to prove the proposed transaction would not be anticompetitive by eliminating a potential competitor. In an effort to protect competition, the Act has good intentions to protect start-up companies that are fearful of being acquired …


Arbitral Analytics: How Moneyball Based Litigation/Judicial Analytics Can Be Used To Predict Arbitration Claims And Outcomes, Benjamin Davies Jun 2022

Arbitral Analytics: How Moneyball Based Litigation/Judicial Analytics Can Be Used To Predict Arbitration Claims And Outcomes, Benjamin Davies

Pepperdine Dispute Resolution Law Journal

This paper reviews, discusses, and advances the field of artificial intelligence in the field of litigation analytics and its application to arbitrations. To better explain the weight an attorney, judge, arbitrator, or the public should have towards artificial intelligence and its utilization in the legal field, this paper reviews current AI publications in the litigation analytics field, historical examples, ethical considerations for analytics, and issues surrounding the accumulation of litigation data. Thereafter, this combined knowledge and experience is applied to Federal Industry Regulatory Authority (FINRA) arbitration awards with a novel AI program designed to scrape, index, and analyze these awards …


A New Antitrust Framework To Protect Mom And Pop From Big Tech, Cara Macdonald May 2022

A New Antitrust Framework To Protect Mom And Pop From Big Tech, Cara Macdonald

Journal of the National Association of Administrative Law Judiciary

While the economy declined during the COVID-19 pandemic, big technology companies like Amazon and Oracle experienced unprecedented growth and influence. Critics argue big technology companies are finding this level of success in-part due to anticompetitive practices. The crux of the debate rests on whether current, traditional antitrust laws are sufficient to cope with big technology companies. Some theorists argue that current laws are adequate, while others assert that antitrust laws are insufficient to regulate big technology companies because they are so different from the types of companies antitrust laws were designed to regulate. This article concludes that big tech companies …


Automation: Creative Destruction And The Race For Equilibrium, Dustin Rabi Sep 2021

Automation: Creative Destruction And The Race For Equilibrium, Dustin Rabi

Journal of the National Association of Administrative Law Judiciary

The inevitable transition to an automation-driven workforce, economy, and society is generating excitement in some and discomfort in others. Researchers have estimated that anywhere between 10—50% of today’s jobs are susceptible to automation. Furthermore, private firms are highly incentivized to adopt new technologies as a way to remain competitive in their respective markets. In anticipation of this potential economic paradigm shift, Congress requested the U.S. Government Accountability Office (GAO) to obtain more ascertainable data as to what is currently understood about how the adoption of advanced technologies will affect the U.S. workforce. Nine months after the report was published, on …


New Technology And The Right To Privacy: Do E-Scooters Implicate The Fourth Amendment?, Alexander P. Carroll Mar 2021

New Technology And The Right To Privacy: Do E-Scooters Implicate The Fourth Amendment?, Alexander P. Carroll

Journal of the National Association of Administrative Law Judiciary

The Fourth Amendment protects individual’s right to privacy from unwarranted searches and seizures, but the analysis for when the Fourth Amendment applies has become more complicated as new technology is developed. E-scooters are a new piece of technology which may implicate the Fourth Amendment. Cities across the country are beginning to require the mobility companies which provide e-scooter services to turn over location data in order to receive an operating permit. This article first provides a background of the Fourth Amendment, then provides details regarding the new city regulations. The article includes a discussion of the privacy concerns as well …


Emerging Technology & Regulation Panel Transcript, Bill Goodwin, Ryan Hagemann, Brooks Rainwater, Caleb Watney Jun 2020

Emerging Technology & Regulation Panel Transcript, Bill Goodwin, Ryan Hagemann, Brooks Rainwater, Caleb Watney

Pepperdine Law Review

No abstract provided.


Modern Privacy Advocacy: An Approach At War With Privacy Itself?, Justin "Gus" Hurwitz, Jamil N. Jaffer Jun 2020

Modern Privacy Advocacy: An Approach At War With Privacy Itself?, Justin "Gus" Hurwitz, Jamil N. Jaffer

Pepperdine Law Review

This Article argues that the modern concept of privacy itself, particularly as framed by some of its most ardent advocates today, is fundamentally incoherent. The Article highlights that many common arguments made in support of privacy, while initially seeming to protect this critical value, nonetheless undermine it in the long run. Using both recent and older examples of applying classic privacy advocacy positions to key technological innovations, the authors demonstrate how these positions, while seemingly privacy-enhancing at the time, actually resulted in outcomes that were less beneficial for consumers and citizens, including from a purely privacy-focused perspective. As a result, …


When Considering Federal Privacy Legislation, Neil Chilson Jun 2020

When Considering Federal Privacy Legislation, Neil Chilson

Pepperdine Law Review

Legislators, advocates, and business interests are proposing federal privacy legislation with new urgency. The United States has a long-established federal framework for addressing commercial privacy concerns, including general consumer protection law and sector-specific legislation. But the calls to expand or replace this approach have grown louder since Europe’s General Data Protection Regulation went into effect and since California adopted detailed and prescriptive privacy legislation. Should we create a U.S. federal privacy law, and if so, how? When considering any kind of privacy regulation, three concepts are fundamental. First, no one can control all information about them. Second, all privacy laws …


Ethical Implications Of Forensic Genealogy In Criminal Cases, Solana Lund May 2020

Ethical Implications Of Forensic Genealogy In Criminal Cases, Solana Lund

The Journal of Business, Entrepreneurship & the Law

The use of forensic genealogy to solve criminal cases is likely to increase in the coming years, especially given its success in solving cold cases. While its potential for good is impressive, there are also legitimate ethical concerns that need to be addressed. As society sees an increase in the use of forensic genealogy and DTC databases in criminal investigations as well as an increase in the media attention it garners, there will be more discussion regarding ethical implications. Legal scholars say that it is only a matter of time before courts weigh in on the privacy of DNA and …


Copyrighting Experiences: How Copyright Law Applies To Virtual Reality Programs, Alexis Dunne Oct 2019

Copyrighting Experiences: How Copyright Law Applies To Virtual Reality Programs, Alexis Dunne

The Journal of Business, Entrepreneurship & the Law

This note will attempt to shed light on the question of what kind of protection copyright law affords VR experiences. Part II discusses the nature of VR experiences and their implementation through specifically tailored VR technology. Part III provides an overview of copyright protection, its limitations, and specifically the history of the copyrightability of computer programs. Parts IV and V outline case law relevant to the discussion of the copyrightability of different types of VR experiences and how that case law similarly or dissimilarly apply to the protection of VR experiences. Part IV focuses on protecting VR experiences as a …


Taxing The Robots, Orly Mazur Apr 2019

Taxing The Robots, Orly Mazur

Pepperdine Law Review

Robots and other artificial intelligence-based technologies are increasingly outperforming humans in jobs previously thought safe from automation. This has led to growing concerns about the future of jobs, wages, economic equality, and government revenues. To address these issues, there have been multiple calls around the world to tax the robots. Although the concerns that have led to the recent robot tax proposals may be valid, this Article cautions against the use of a robot tax. It argues that a tax that singles out robots is the wrong tool to address these critical issues and warns of the unintended consequences of …


Integrating Machine Learning In Law: A Precis Of Best Practices For Initial Law Firm Adoption, J. Mark Phillips Dec 2018

Integrating Machine Learning In Law: A Precis Of Best Practices For Initial Law Firm Adoption, J. Mark Phillips

The Journal of Business, Entrepreneurship & the Law

Much of the mystery surrounding machine learning lays not just in how it functions, but in how it is applied. This is especially true in the field of law, where the implementation of artificial intelligence has lagged other fields. This précis distills best practices of machine learning implementation and applies them succinctly to the unique environment of law. Guiding principles and considerations are provided for the technology team, the nature of law firm data, and the commitment level of the adopting law firm.


The Infinite Legal Acumen Of An Artificial Mind: How Machine Learning Can Permanently Capture Legal Expertise And Optimize The Law Firm Pyramid, J. Mark Phillips Dec 2018

The Infinite Legal Acumen Of An Artificial Mind: How Machine Learning Can Permanently Capture Legal Expertise And Optimize The Law Firm Pyramid, J. Mark Phillips

The Journal of Business, Entrepreneurship & the Law

As the legal industry gradually integrates artificial intelligence (AI) into its practice, the underlying technology continues to advance at a fever pitch. Machine learning platforms arguably represent the pinnacle of AI development, and this technology currently augments and replicates intelligent human tasks in ways never before conceived. The business applications of machine learning are bearing fruit across a spectrum of industries and professions. Yet despite machine learning’s demonstrated promise, its forays into the legal industry have been uneven. In fact, the most advanced forms of machine learning have been relegated primarily to lower-level attorney tasks such as e-discovery, due-diligence, and …


Curb Your Enthusiasm: The Real Implications Of Blockchain In The Legal Industry, Justin Evans Dec 2018

Curb Your Enthusiasm: The Real Implications Of Blockchain In The Legal Industry, Justin Evans

The Journal of Business, Entrepreneurship & the Law

No abstract provided.