Digital Commons Network^™

Abuse Of Power In The Workplace: The New Gender Discrimination Claims, June Carbone, Nancy Levit, Naomi Cahn

University of the Pacific Law Review

No abstract provided.

Centennial Talk: From Morality To #Metoo: Constructions Of Unlawful Sex In America, Aya Gruber

University of the Pacific Law Review

No abstract provided.

Introduction: Forever Criminalized?: How Collateral Consequences Advance Disparities In Criminal Justice, Jenny Roberts

Hofstra Law Review

No abstract provided.

Putting A Band-Aid On A Bullet Hole: The Deaf Individual's Subdued Constitutional Right Against Self-Incrimination, Alexandra Kotowski

Hofstra Law Review

No abstract provided.

Unlocking Platform Data For Research, Niva Elkin-Koren, Maayan Perel, Ohad Somech

Indiana Law Journal

Digital platforms, which control unique access points to the rich data stored on their servers, have become a “living lab” of real-time information. Scientists and researchers increasingly use platform data for various purposes, such as training machine learning (ML) systems and Natural Language Processing (NLP) models, and for studying diverse fields such as medicine, humanities, and social sciences, including the influence of digital platforms on society. However, researchers increasingly encounter significant barriers when attempting to access platform data. Although platforms typically lack proprietary rights over the data itself, they exert strong control over its use by imposing digital locks and …

Dark Patterns As Disloyal Design, Johanna Gunawan, Woodrow Hartzog, Neil Richards, David Choffnes, Christo Wilson

Indiana Law Journal

Lawmakers have started to regulate “dark patterns,” understood to be design practices meant to influence technology users’ decisions through manipulative or deceptive means. Most agree that dark patterns are undesirable, but open questions remain as to which design choices should be subjected to scrutiny, much less the best way to regulate them.

In this Article, we propose adapting the concept of dark patterns to better fit legal frameworks. Critics allege that the legal conceptualizations of dark patterns are overbroad, impractical, and counterproductive. We argue that law and policy conceptualizations of dark patterns suffer from three deficiencies: First, dark patterns lack …

Can Ai, As Such, Invade Your Privacy? An Experimental Study Of The Social Element Of Surveillance, Aileen Nielsen

Indiana Law Journal

The increasing use of AI rather than human surveillance puts pressure on two long-used cultural and (sometimes) legal distinctions: as between human and machine observers and as between content and metadata. Machines do more and more watching through advancing technology, rendering AI a plausible replacement for humans in surveillance tasks. Further, machines can commit to surveil only certain forms of information in a way that humans cannot, rendering the distinction between content and metadata increasingly relevant too for crafting privacy law and policy. Yet despite the increasing importance of these distinctions, their legal importance remains in four key domains of …

Ninth Amendment Neurorights, Joseph A. Tomain

Indiana Law Journal

Neurotechnology developments threaten two fundamental human rights: freedom of thought and mental privacy. For example, neuroscientists use brain scans to decode unspoken thoughts and to predict political ideology and sexual orientation. Additionally, they have successfully implanted false memories in the minds of mice. There are undoubtedly beneficial uses of this dual-use technology, such as identifying and treating a variety of medical conditions. But left unchecked, neurotechnology will be exploited by public and private actors alike. There is a growing and contested literature about how the law should respond to the increasing risks of neurotechnology. This Essay contributes to that literature …

People Power And Police Policy: How Denying Intervenors In Pattern-Or-Practice Police Litigation Undermines Police Accountability, Alexander Lindenfelser

Minnesota Journal of Law & Inequality

No abstract provided.

Keynote Address: Envisioning Wage Justice, Ruben J. Garcia

Minnesota Journal of Law & Inequality

No abstract provided.

Governing Global Gig Platforms In The Age Of Ai: When The Manager Is An Algorithm, David S. Lee, Felicia F. Chen Prosecution Development Fellow

Vanderbilt Journal of Entertainment & Technology Law

Gig workers are vulnerable to discrimination from the sharing economy platforms on which they work. This challenge is worsened by these platforms’ dependence on algorithms and artificial intelligence (AI) systems, which are used to control and direct gig workers. These platforms also often operate globally, and discrimination embedded within their algorithms can be magnified when exported into new cultural contexts.

These platforms exercise significant influence over gig workers, but their for-profit nature means that their boards and directors often prioritize shareholder value over gig worker protection. This tension has led to intense debates, as platforms attempt to minimize the rights …

The Mirage Of Artificial Intelligence Terms Of Use Restrictions, Peter Henderson, Mark A. Lemley

Indiana Law Journal

Artificial intelligence (AI) model creators commonly attach restrictive terms of use to both their models and their outputs. These terms typically prohibit activities ranging from creating competing AI models to spreading disinformation. Often taken at face value, these terms are positioned by companies as key enforceable tools for preventing misuse, particularly in policy dialogs. The California AI Transparency Act even codifies this approach, mandating certain responsible use terms to accompany models.

But are these terms truly meaningful, or merely a mirage? There are myriad examples where these broad terms are regularly and repeatedly violated. Yet except for some account suspensions …

The Overstated Cost Of Ai Fairness In Criminal Justice, Ignacio Cofone, Warut Khern-Am-Nuai

Indiana Law Journal

The dominant critique of algorithmic fairness in AI decision-making, particularly in criminal justice, is that increasing fairness reduces the accuracy of predictions, thereby imposing a cost on society. This Article challenges that assumption by empirically analyzing the COMPAS algorithm, a widely used and widely discussed risk assessment tool in the U.S. criminal justice system.

This Article makes two contributions. First, it demonstrates that widely used AI models do more than replicate existing biases—they exacerbate them. Using causal inference methods, we show that racial bias is not only present in the COMPAS dataset but also worsened by AI models such as …

Legal Personhood For Artwork, Sergio Alberto Gramitto Ricci

UC Law Journal

Artwork is unique and irreplaceable. It is signifier and signified. The signified of a work of art is its coherent purpose. But the signified of a work of art can be altered when not protected. The ramifications of unduly altering the signified of a work of art are consequential for both living and future generations. While the law provides protection to artists and art owners, it fails to grant rights to works of art themselves. The current legal paradigm, designed around the interest of owners and artists, also falls short of protecting Indigenous art aimed at conserving traditions and cultural …

Building Open Finance, Douglas W. Arner, Ross P. Buckley, Christine M. Wang, Dirk A. Zetzsche

Notre Dame Journal of International & Comparative Law

As one of the most digitalized sectors of the economy, finance is increasingly dependent on data. Over the past decade, the implementation of Open Banking and Open Finance in an increasing number of major jurisdictions around the world, including the European Union (EU), the United Kingdom (UK), Australia, Brazil, and the United Arab Emirates (UAE), seeks to break down data silos, empower consumers, and increase competition among financial service providers, aiming to maximize the value of financial data for innovation, growth, and competitiveness. In addition to mandatory requirements, other governance approaches to Open Finance, including collaborative arrangements and voluntary initiatives, …

You Are Your Child’S Keeper: People V. Crumbley Opens The Door To Parental Criminal Liability, Abigail C. Letts

Mercer Law Review

In the spring of 2024, James and Jennifer Crumbley, parents to Michigan school shooter Ethan Crumbley, were convicted of involuntary manslaughter after their son shot and killed four Oxford High School classmates. This decision marks the first time in the history of the United States that the parents of a school shooter have been charged criminally for contributing to the death of the shooting victims, and comes in the midst of an era where our nation is wracked by gun violence.

In the quarter century since the 1999 Columbine High School shooting, a generation of children have lived under the …

The Making Of A Juvenile Record: The Insidious Consequences Of Criminalizing Race, Adolescence, Disability, And Trauma, Kristin N. Henning, Rebba D. Omer

North Carolina Law Review

No abstract provided.

From Promise To Performance: Reforming Blended Finance For Scale, Perrine Toledano, Ana M. Camelo Vega, Tucker Wilke

Columbia Center on Sustainable Investment

Blended finance has the potential to help close the sustainable development financing gap. Strategically combining public and philanthropic capital to unlock private investment, it has proven to be an effective tool to de-risk impact investments. But without bold, structural reform, it risks remaining a niche tool – promising in theory, underperforming in practice. Drawing on over 65 expert interviews and in-depth analysis, this report from the Columbia Center on Sustainable Investment (CCSI) maps the systemic barriers preventing blended finance from operating at scale, and outlines a practical path forward. With bold leadership and coordinated reform, blended finance can become a …

Digital Investigations Of Systematic And Conflict-Related Sexual Violence: Practice And Possibilities, Alexa Koenig

Chicago Journal of International Law

This article discusses a new guide that has been developed to support the responsible use of digital open-source information to investigate systematic and conflict-related sexual violence (SCRSV). Drafted by the Institute for International Criminal Investigations and the Human Rights Center at UC Berkeley School of Law, the just-published pilot version of the Open- Source Practitioner’s Guide to the Murad Code aims to minimize the risks and maximize the potential for digital investigations into SCRSV. Part I of this article opens with a brief history of accountability for SCRSV, touching on the need to strengthen SCRSV investigations and providing a brief …

Revolutions In Justice: Advancing The Rome Statute System To Fight Impunity In Future Wars, Lindsay Freeman

Chicago Journal of International Law

The modern system of international criminal justice, which was born out of World War II and built in its current form during the early 1990s, is both revolutionary and a relic. The ideals, innovation, and vision that created the international legal order were ground-breaking at the time but have failed to evolve at a pace that ensures its relevance and efficacy. The challenges we face today are drastically different from those in the period in which the framework was conceived, the institutions were formed, and the laws were drafted. While these changes have been incremental over several decades, technological advances …

Interplanetary Risk Regulation, Jonathan B. Wiener, Charles (Chase) Hamilton

Chicago Journal of International Law

Space exploration promises new opportunities but also new risks. After centuries of national settlements and international conflicts on Earth, and the Cold War era of two great power states racing to the Moon, today we see a rapidly proliferating arena of actors, both governmental and non-governmental, undertaking bold new ventures off-Earth while posing an array of new risks. These multiple activities, actors, and risks raise the prospects of regulatory gaps, costs, conflicts, and complexities that warrant reconsideration and renovation of legacy legal regimes such as the international space law agreements. New approaches are needed, beyond current national and international law, …

Avoiding Dupe Process, Kevin Frazier

Northern Illinois University Law Review

Advances in artificial intelligence (AI) combined with increased documentation of human overreliance on AI recommendations demands a reexamination of content moderation processes. Social media platforms—reacting to internal values, social pressure, regulatory mandates, or some combination of all three—have carried over procedural due process norms to content decisions. One common procedural protection is a “human-in-the-loop” (HITL) requirement. These requirements insist that a human provide some oversight role prior to an automated decision becoming final.

A review of the core values of due process—namely, accuracy, fairness, legitimacy—and the nature of hybrid decisional frameworks—those that involve AI and human inputs—show that HITL requirements …

The Emerging Danger Of Ai-Generated Child Sexual Abuse Material And An Unprepared Criminal Code, Jessica L. Terkovich

Northern Illinois University Law Review

The development and dissemination of child sexual abuse material (“CSAM”) using artificial intelligence (“AI”) is becoming easier and easier with technological advancements. This Article argues that traditional child pornography statutes should be extended to encompass fully AI-generated images. The Article outlines the history of the nation’s current federal CSAM laws and details the results of a nationwide survey of statutes which determined that few states have effective laws on the books regarding AI-generated CSAM. This Article also offers recommendations for constructing effective laws against AI-generated CSAM and concludes that harm comes from the very existence of CSAM, no matter how …

Exonerees Working For Work's Benefits: Prison Work For Social Security And Medicare, Stephanie Hunter Mcmahon

Hofstra Law Review

Exonerated individuals are released from prison, but they cannot recover the time they were incarcerated. The time is gone, as is its potential to qualify for the nation’s social safety net. Most people earn a right to the safety net and for retirement through their employment; however, even when prisoners work, they are denied employment-related benefits that would be enjoyed by those not incarcerated. Inmate labor does not earn toward Social Security, Medicare, and Social Security Disability Insurance, and the exclusion applies even if the inmate is later exonerated of the crime for which they were imprisoned. Therefore, exonerees’ mandatory …

The Power Of Voice In The Law: Reflections Of A Public Defender Turned Federal Judge, Eunice C. Lee

Hofstra Law Review

No abstract provided.

“As Judged By Themselves”: Freedom, Transformative Experiences, Law, And Testimony, L. A. Paul, Cass R. Sunstein

UC Law Journal

One way to evaluate various legal interventions in people’s lives is to ask whether they make choosers better off by their own lights, or “as judged by themselves.” This criterion can be understood to borrow from the liberal political tradition insofar as it makes the judgments of choosers authoritative. If lawyers, judges, and policymakers give ultimate authority to choosers, this might be taken as respecting choosers’ own judgments and promoting their welfare (insofar as people are uniquely situated to know whether choices make them better off). But for certain decisions, the “as judged by themselves” criterion is indeterminate. In these …

In Place Of Prison, Grace Y. Li

UC Law Journal

A new, previously unstudied institution is addressing felonies, including violent felonies of the highest levels, without imposing incarceration as the sanction. Attempts to abolish prisons, or at least reduce racialized mass incarceration, must consider how to respond to serious and violent crimes. This Article offers an analysis of a real-world, ongoing experiment in doing so.

The Manhattan Felony Alternative-to-Incarceration Court (“ATI Court”) is the first and, thus far, the only court in the country that systematically offers defendants of any demographic and any charge the opportunity to be diverted from the traditional criminal legal system and to avoid prison. Defendants …

Punitive Desire, Belief In Redeemability, And Support For Rehabilitation: A Comparison Of Victimized And Non-Victimized Individuals' Attitudes Toward Criminal Offenders, Caleb Linder

Student Theses

This study examined the attitudes of victimized and non-victimized individuals toward criminal offenders, investigating whether the supportive attitudes observed in Spoo et al. (2018) extend beyond sexual offenses to other types of crime. The study also explored how the perpetrator’s relationship to the victim (family member vs. stranger) and participants’ previous exposure to the justice system influenced their perceptions of offenders. Contrary to our hypothesis, punitive attitudes did not differ between participants with a history of victimization and those without. Additionally, there was no significant difference in punitive attitudes toward stranger offenders compared to offenders known to the victim. Furthermore, …

Symposium Introduction: Illuminating Public Health Struggles Behind Bars, Justin Iverson, Javiera Sothers

Nevada Law Journal

No abstract provided.

The Solitary Confinement Crisis In Immigration Detention, Sabrineh Ardalan, Arevik Avedian, Philip L. Torrey

Nevada Law Journal

No abstract provided.