Law Commons^™

Beneficial Precaution: A Proposed Approach To Uncertain Technological Dangers, Edward L. Rubin

Vanderbilt Journal of Entertainment & Technology Law

As a result of the specialization and cumulation of knowledge in the era of High Modernity, research and development in most technical fields is largely incomprehensible to anyone outside that field. What should policy makers do when technical specialists disagree, and particularly when some predict an oncoming catastrophe and others dismiss the concern? This is the situation with the so-called Singularity, the point at which machines design, build, and operate other machines. Some experts in cybernetics and artificial intelligence argue that this is imminent, while others consign the possibility to science fiction. If the skeptics are right, nothing need be …

Predicting Variation In Endowment Effect Magnitudes, Owen D. Jones, C. Jaeger, S. Brosnan, D. Levin

Vanderbilt Law School Faculty Publications

Hundreds of studies demonstrate human cognitive biases that are both inconsistent with “rational” decisionmaking and puzzlingly patterned. One such bias, the “endowment effect” (also known as “reluctance to trade”), occurs when people instantly value an item they have just acquired at a much higher price than the maximum they would have paid to acquire it. This bias impedes a vast range of real-world transactions, making it important to understand. Prior studies have documented items that do or do not generate endowment effects, and have noted that the effects vary in magnitude. But none has predicted any of the substantial between-item …

The Law Of The Tetrapods, Henry T. Greely

Vanderbilt Journal of Entertainment & Technology Law

Should there be such a thing as "Technology Law"? This Article explores that question in two ways. It first looks at four substantive issues that appear across many different areas of technology law: privacy, security, property, and responsibility. It then examines five questions that frequently recur about how to regulate very different new technologies. These questions include which agency should regulate, whether regulation should focus on before or after marketing, what jurisdiction should regulate, how relevant new information will be gained and used, and how-politically-good regulation can be enacted. This Article concludes that it may make sense to develop a …

Fintech And The Innovation Trilemma, Yesha Yadav, Chris Brummer

Vanderbilt Law School Faculty Publications

Whether in response to roboadvising, artificial intelligence, or crypto-currencies like Bitcoin, regulators around the world have made it a top policy priority to supervise the exponential growth of financial technology (or "fintech") in the post-Crisis era. However, applying traditional regulatory strategies to new technological ecosystems has proven conceptually difficult. Part of the challenge lies in the tradeoffs involved in regulating innovations that could conceivably both help and hurt consumers and market participants alike. Problems also arise from the common assumption that today's fintech is a mere continuation of the story of innovation that has shaped finance for centuries.

This Article …

Neuroscience, Artificial Intelligence, And The Case Against Solitary Confinement, Francis X. Shen

Vanderbilt Journal of Entertainment & Technology Law

Prolonged solitary confinement remains in widespread use in the United States despite many legal challenges. A difficulty when making the legal case against solitary confinement is proffering sufficiently systematic and precise evidence of the detrimental effects of the practice on inmates' mental health. Given this need for further evidence, this Article explores how neuroscience and artificial intelligence (AI) might provide new evidence of the effects of solitary confinement on the human brain.

This Article argues that both neuroscience and AI are promising in their potential ability to present courts with new types of evidence on the effects of solitary confinement …

The States Have Spoken: Allow Expanded Media Coverage Of The Federal Courts, Mitchell T. Galloway

Vanderbilt Journal of Entertainment & Technology Law

Since the advent of film and video recording, society has enjoyed the ability to capture the lights and sounds of moments in history. This innovation left courts to determine what place, if any, such technology should have inside the courtroom. Refusing to constrain the future capacity of this technology, the Supreme Court "punted" on this issue until a time when this technology evolved past its initial disruptive nature. Throughout the past forty-five years, the vast majority of state courts have embraced the potential of cameras in the courtroom and have created policies governing such use. In contrast, the federal judiciary …

Sharing The Costs Of Artificial Intelligence: Universal No-Fault Social Insurance For Personal Injuries, Jin Yoshikawa

Vanderbilt Journal of Entertainment & Technology Law

The twenty-first century is the artificial intelligence (AI) century. In the past few years, AI has become a familiar fixture of everyday life thanks to services like YouTube, Spotify, Netflix, and Alexa. Stocktraders, doctors, insurance brokers, real estate agents, recruiters, artists,and even lawyers now rely on predictive tools powered by AI to perform their highly skilled--even creative--tasks. In the following decades, AI will continue to transform more fields and deliver astonishing advancements in convenience, comfort, safety, and security. At the same time, however, AI will bring about new challenges. AI will offend, disrupt, crash, breach, incite, injure, and even kill …

Engaging Policy In Science Writing: Patterns And Strategies, J. B. Ruhl, Stephen M. Posner, Taylor H. Ricketts

Vanderbilt Law School Faculty Publications

Many scientific researchers aspire to engage policy in their writing, but translating scientific research and findings into policy discussion often requires an understanding of the institutional complexities of legal and policy processes and actors. To examine how researchers have undertaken that challenge, we developed a set of metrics and applied them to articles published in one of the principal academic publication venues for science and policy—Science magazine’s Policy Forum. We reviewed each Policy Forum article published over a five-year period (2011–15), 220 in all. For each article, we assessed the level of policy content based on presence of a stated …

Is It Time For A Universal Genetic Forensic Database?, J. W. Hazel, Ellen Wright Clayton, B. A. Malin, Christopher Slobogin

Vanderbilt Law School Faculty Publications

The ethical objections to mandating forensic profiling of newborns and/or compelling every citizen or visitor to submit to a buccal swab or to spit in a cup when they have done nothing wrong are not trivial. But newborns are already subject to compulsory medical screening, and people coming from foreign countries to the United States already submit to fingerprinting. It is also worth noting that concerns about coercion or invasions of privacy did not give pause to legislatures (or, for that matter, even the European Court) when authorizing compelled DNA sampling from arrestees, who should not forfeit genetic privacy interests …

Differential Privacy: A Primer For A Non-Technical Audience, Alexandra Wood, Micah Altman, Aaron Bembenek, Mark Bun, Marco Gaboardi, James Honaker, Kobbi Nissim, David R. O'Brien, Thomas Steinke, Salil Vadhan

Vanderbilt Journal of Entertainment & Technology Law

Differential privacy is a formal mathematical framework for quantifying and managing privacy risks. It provides provable privacy protection against a wide range of potential attacks, including those currently unforeseen. Differential privacy is primarily studied in the context of the collection, analysis, and release of aggregate statistics. These range from simple statistical estimations, such as averages, to machine learning. Tools for differentially private analysis are now in early stages of implementation and use across a variety of academic,industry, and government settings. Interest in the concept is growing among potential users of the tools, as well as within legal and policy communities, …

Evil Nudges, Michal Lavi

Vanderbilt Journal of Entertainment & Technology Law

The seminal book Nudge by Richard Thaler and Cass Sunstein demonstrates that policy makers can prod behavioral changes. A nudge is "any aspect of the choice architecture that alters people's behavior in a predictable way without forbidding any options or significantly changing their economic incentives." This type of strategy, and the notion of libertarian paternalism at its base, prompted discussions and objections. Academic literature tends to focus on the positive potential of nudges and neglects to address libertarian paternalism that does not promote the welfare of individuals and third parties, but rather infringes on it-a concept this Article refers to …

The Bot Legal Code: Developing A Legally Compliant Artificial Intelligence, Edmund Mokhtarian

Vanderbilt Journal of Entertainment & Technology Law

The advent of sophisticated artificial intelligence (AI) agents, or bots, raises the question: How do we ensure that these bots act appropriately? Within a decade, AI will be ubiquitous, with billions of active bots influencing nearly every industry and daily activity. Given the extensiveness of AI activity, it will be nearly impossible to explicitly program bots with detailed instructions on permitted and prohibited actions, particularly as they face unpredictable, novel situations. Rather, if risks to humans are to be mitigated, bots must have some overriding moral or legal compass--a set of "AI Laws"--to allow them to adapt to whatever scenarios …

Gene Editing And The Rise Of Designer Babies, Tara R. Melillo

Vanderbilt Journal of Transnational Law

Nearly as long as human beings have existed on this earth, many people have sought out the ideal of perfecting their population: infanticide in Sparta during the Hellenistic era; compulsory sterilization in the 1920s in the United States; and the unimaginable atrocities of the Holocaust in the 1940s in Europe. The goal of alleged perfection leaves many hesitant to repeat the mistakes of our past. Today, a new frontier of science has emerged, gene editing using CRISPR-Cas9, reigniting ethical debate as to how far humans should go in manipulating the population. While many proponents herald this technology as a potential …

Reshaping Ability Grouping Through Big Data, Yoni H. Carmel, Tammy H. Ben-Shahar

Vanderbilt Journal of Entertainment & Technology Law

This Article examines whether incorporating data mining technologies in education can promote equality. Following many other spheres in life, big data technologies that include creating, collecting, and analyzing vast amounts of data about individuals are increasingly being used in schools. This process has already elicited widespread interest among scholars, parents, and the public at large. However, this attention has largely focused on aspects of student privacy and data protection and has overlooked the profound effects data mining may have on educational equality. This Article analyzes the effects of data mining on education equality by focusing on one educational practice--ability grouping--that …

Legal Education In The Blockchain Revolution, Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen

Vanderbilt Journal of Entertainment & Technology Law

The legal profession is one of the most disrupted sectors of the consulting industry today. The rise of Legal Technology, artificial intelligence, big data, machine learning, and, most importantly, blockchain technology is changing the practice of law. The sharing economy and platform companies challenge many of the traditional assumptions, doctrines, and concepts of law and governance--requiring litigators, judges, and regulators to adapt. Lawyers need to be equipped with the necessary skill sets to operate effectively in the new world of disruptive innovation in law. A more creative and innovative approach to educating lawyers for the twenty-first century is needed.

Federalism And Federalization On The Fintech Frontier, Brian Knight

Vanderbilt Journal of Entertainment & Technology Law

The rise of financial technology (fintech) has the potential to provide better-quality financial services to more people. Although these enhanced financial services have arisen in order to meet consumer need, their regulatory status threatens that progress. Many fintech firms are regulated on a state-by-state basis even though their transactions are interstate, and they compete with firms that enjoy more consistent rules through federal preemption. This dynamic can harm efficiency, competitive equity, and political equity. This Article examines developments in marketplace lending, money transmission, and online sales of securities in an attempt to identify situations in which greater federalization of the …

Nudging Robots: Innovative Solutions To Regulate Artificial Intelligence, Michael Guihot, Anne F. Matthew, Nicolas P. Suzor

Vanderbilt Journal of Entertainment & Technology Law

There is a pervading sense of unease that artificially intelligent machines will soon radically alter our lives in ways that are still unknown. Advances in artificial intelligence (AI) technology are developing at an extremely rapid rate as computational power continues to grow exponentially. Even if existential concerns about AI do not materialize, there are enough concrete examples of problems associated with current applications of AI to warrant concern about the level of control that exists over developments in this field. Some form of regulation is likely necessary to protect society from harm. However, advances in regulatory capacity have not kept …

Genome Editing And The Jurisprudence Of Scientific Empiricism, Paul Enriquez

Vanderbilt Journal of Entertainment & Technology Law

Humankind has reached, in tow by the hand of a scientific breakthrough called CRISPR, the Rubicon of precise genetic manipulation first envisioned over fifty years ago. Despite CRISPR's renown in science and its power to transform the world, it remains virtually unaddressed in legal scholarship. In the absence of on-point law, the scientific community has attempted to reach some consensus to preempt antagonistic regulation and prescribe subjective standards of use under the guise of a priori scientific empiricism. Significant and complex legal issues concerning this technology are emerging, and the void in legal scholarship is no longer tolerable.

This Article …

Immigrant Families Behind Bars: Technology Setting Them Free, Jennifer Blasco

Vanderbilt Journal of Entertainment & Technology Law

In July of 2015, Judge Dolly Gee from the US District Court for the Central District of California ordered that all immigrant women and children currently detained in a federal family detention facility be released immediately. She described the conditions of these detention centers as "deplorable" and stated that detention of these women and children directly violated the 1997 Flores Agreement. However, the practice of immigrant family detention remains alive and well in this country. Why? This Note provides an answer to this question and proposes a cost-effective and more efficient solution to the problem: electronic monitoring.

Publication Of Government-Funded Research, Open Access, And The Public Interest, Julie L. Kimbrough, Laura N. Gasaway

Vanderbilt Journal of Entertainment & Technology Law

Public access to government-funded research is an issue of tremendous importance to researchers, librarians, and ordinary citizens around the world. Based on the notion that taxpayers finance research through their tax dollars, research data should be available to them. Rapid, unfettered access to research publications provides access to medical research to patients, encourages further exploration and inquiry by other researchers, informs citizens, and advances scientific research.

Scientists typically write articles that divulge the results of their government-funded research. Prior to the open access movement, these articles were published in commercially produced journals. Subscriptions to these journals are expensive, and cost …

Keeping Ai Legal, Amitai Etzioni, Oren Etzioni

Vanderbilt Journal of Entertainment & Technology Law

AI programs make numerous decisions on their own, lack transparency, and may change frequently. Hence, unassisted human agents, such as auditors, accountants, inspectors, and police, cannot ensure that AI-guided instruments will abide by the law. This Article suggests that human agents need the assistance of AI oversight programs that analyze and oversee operational AI programs. This Article asks whether operational AI programs should be programmed to enable human users to override them; without that, such a move would undermine the legal order. This Article also points out that AI operational programs provide high surveillance capacities and, therefore, are essential for …

Regulation 2.0: The Marriage Of New Governance And "Lex Informatica", Abbey Stemler

Vanderbilt Journal of Entertainment & Technology Law

Throughout history, disruptive technologies have transformed industry and signaled the destruction or creation of regulatory structures. When crafting regulations, governments often utilize Regulation 1.0 approaches, characterized by top-down design standards that dictate exactly how the regulated must act in order to prevent market failures. Regulation 1.0 increases barriers to entry and decreases the room for business experimentation. Regulation 2.0, by contrast, is a theoretical approach for regulating companies that rely on platform-mediated networks. It marries New Governance theory and the concept of lex informatica. This marriage allows for the collaborative creation of design standards that are then enforced through mediating …

Secondary Data: A Primary Concern, Kelsey L. Zottnick

Vanderbilt Journal of Entertainment & Technology Law

This Note addresses privacy concerns implicated by rising secondary data mining. Secondary data mining is the use of personal information for a purpose other than the original. This complex technology drives billions of dollars in commercial industry yet remains largely unregulated. This Note examines the current state of the data mining industry and the behavioral fallacies that belie societal concerns about online privacy. Further, relevant federal, state, and constitutional laws appear outstripped by these technological advances. An analysis of potential privacy solutions examines the advantages and disadvantages of implementing each one through the privacy community, the federal government, and the …

Who Is Reading Whom Now: Privacy In Education From Books To Moocs, Jules Polonetsky, Omer Tene

Vanderbilt Journal of Entertainment & Technology Law

This Article is the most comprehensive study to date of the policy issues and privacy concerns arising from the surge of ed tech innovation. It surveys the burgeoning market of ed tech solutions, which range from free Android and iPhone apps to comprehensive learning management systems and digitized curricula delivered via the Internet. It discusses the deployment of big data analytics by education institutions to enhance student performance, evaluate teachers, improve education techniques, customize programs, and better leverage scarce resources to optimize education results.

This Article seeks to untangle ed tech privacy concerns from the broader policy debates surrounding standardization, …

Trends In Global Nanotechnology Regulation: The Public-Private Interplay, Reut Snir

Vanderbilt Journal of Entertainment & Technology Law

Over the last decade, concerns regarding potential exposure to nano materials gave rise to substantial new regulation intended to ensure safe development of nanotechnology applications. This Article examines the resultant regulatory system through empirical analysis of trends and patterns in global development of nanotechnology regulatory initiatives. It argues that rather than a government-driven process, it was private actors who set the regulatory wheels in motion. This Article shows that under conditions of scientific uncertainty, governments lacking technical and scientific knowledge to support risk-based regulation often leave a regulatory void. Consequently, businesses apply self-risk-management strategies to fill the gap, leading the …

From State Street Bank To Cls Bank And Back: Reforming Software Patents To Promote Innovation, Parker Hancock

Vanderbilt Journal of Entertainment & Technology Law

For the past several decades, the Supreme Court and Federal Circuit have struggled to determine if, and under what circumstances, software is patentable. Once again, the Federal Circuit had an opportunity to provide clarity when it granted en banc review in CLS Bank. The resulting opinion contained a cursory per curiam decision and numerous concurrences and dissents, showing that the question is far from answered. Ultimately, the struggle over software patentability is not itself the problem, but a symptom of other problems in the patent system. Specifically, other substantive requirements of patentability are not weeding out overly broad patents because …

Being Pragmatic About Forensic Linguistics, Edward K. Cheng

Vanderbilt Law School Faculty Publications

This article aims to provide some legal context to the Authorship Attribution Workshop (“conference”). In particular, I want to offer some pragmatic observations on what courts will likely demand of forensic linguistics experts and tentatively suggest what the field should aspire to in both the short and long run.

User-Friendly Licensing For A User-Generated World: The Future Of The Video-Content Market, Joanna E. Collins

Vanderbilt Journal of Entertainment & Technology Law

A picture may say a thousand words, but in today's artistic culture, video is the true king. User-generated remix and mashup videos have become a central way for people to communicate their ideas, to be a part of popular culture, and to bring life to their own artistic visions. Digital technology and the rise of user-generated Internet platforms have enabled professionals and amateurs alike to participate in the creation of web videos, which often incorporate popular content. But this has led to a growing tension between amateur sampling artists and copyright rightsholders. The current video-content-licensing scheme requires individually negotiated contracts …

After Gina, Nina? Neuroscience-Based Discrimination In The Workplace, Stephanie A. Kostiuk

Vanderbilt Law Review

In 1990, the Human Genome Project ("HGP") was formed to decipher and sequence the human genome, to develop new tools to obtain and analyze genetic data, and to make the information widely available.' Researchers completed the HGP in 2003 with the genetic technology and resources developed providing new opportunities for medical progress. In particular, discoveries about the genetic basis of illness and the development of genetic testing allowed for earlier diagnosis and detection of genetic predispositions to disease. These advances, however, also gave rise to the potential misuse of genetic information, as revealed by genetic testing, to discriminate against and …

Eudemonic Intellectual Property: Patents And Related Rights As Engines Of Happiness, Peace, And Sustainability, Estelle Derclaye

Vanderbilt Journal of Entertainment & Technology Law

The predominant justification for most intellectual property rights is the incentive theory or utilitarian rationale. Behind this justification lies the Western idea of progress and its derivatives: liberalism, capitalism, and consumerism. After having shown that the predominant justification for intellectual property rights is the incentive theory, which rests on the idea of progress, this Article traces back the history of the idea and shows its parochialism in both time and space. The Article next shows that the progress ideology rests on assumptions that are either wrong or impossible to prove and therefore propounds that it must be abandoned, or if …