Beyond Algorithms: Toward A Normative Theory Of Automated Regulation,
2021
Texas A&M University School of Law
Beyond Algorithms: Toward A Normative Theory Of Automated Regulation, Felix Mormann
Faculty Scholarship
The proliferation of artificial intelligence in our daily lives has spawned a burgeoning literature on the dawn of dehumanized, algorithmic governance. Remarkably, the scholarly discourse overwhelmingly fails to acknowledge that automated, non-human governance has long been a reality. For more than a century, policymakers have relied on regulations that automatically adjust to changing circumstances, without the need for human intervention. This article surveys the track record of self-adjusting governance mechanisms to propose a normative theory of automated regulation.
Effective policymaking frequently requires anticipation of future developments, from technology innovation to geopolitical change. Self-adjusting regulation offers an insurance policy against the …
Beyond Transparency And Accountability: Three Additional Features Algorithm Designers Should Build Into Intelligent Platforms,
2021
Texas A&M University School of Law
Beyond Transparency And Accountability: Three Additional Features Algorithm Designers Should Build Into Intelligent Platforms, Peter K. Yu
Faculty Scholarship
In the age of artificial intelligence, innovative businesses are eager to deploy intelligent platforms to detect and recognize patterns, predict customer choices and shape user preferences. Yet such deployment has brought along the widely documented problems of automated systems, including coding errors, corrupt data, algorithmic biases, accountability deficits and dehumanizing tendencies. In response to these problems, policymakers, commentators and consumer advocates have increasingly called on businesses seeking to ride the artificial intelligence wave to build transparency and accountability into algorithmic designs.
While acknowledging these calls for action and appreciating the benefits and urgency of building transparency and accountability into algorithmic …
Artificial Intelligence And The Challenges Of Workplace Discrimination And Privacy,
2021
Washington University in St. Louis School of Law
Artificial Intelligence And The Challenges Of Workplace Discrimination And Privacy, Pauline Kim, Matthew T. Bodie
Scholarship@WashULaw
Employers are increasingly relying on artificially intelligent (AI) systems to recruit, select, and manage their workforces, raising fears that these systems may subject workers to discriminatory, invasive, or otherwise unfair treatment. This article reviews those concerns and provides an overview of how current laws may apply, focusing on two particular problems: discrimination on the basis of protected characteristics like race, sex, or disability, and the invasion of workers’ privacy engendered by workplace AI systems. It discusses the ways in which relying on AI to make personnel decisions can produce discriminatory outcomes and how current law might apply. It then explores …
“Computer Says No!”: The Impact Of Automation On The Discretionary Power Of Public Officers,
2021
Vanderbilt University Law School
“Computer Says No!”: The Impact Of Automation On The Discretionary Power Of Public Officers, Doa A. Elyounes
Vanderbilt Journal of Entertainment & Technology Law
The goal of this Article is to unpack the “human in the loop” requirement in the process of automation. It will analyze the impact of automation on street-level bureaucrats and lay out the steps policy makers need to take into account to ensure that meaningful human discretion is maintained. This issue is examined by comparing two algorithms related to the use of automation to detect and investigate fraud in welfare benefits. The first algorithm is used by Michigan’s Unemployment Insurance Agency for detecting and investigating unemployment fraud. This is a draconian algorithm with the ability to automatically decide to cut …
No Ifs, Ands, Or Juuls About It: Why Influencers Must Be Held Accountable,
2021
Catholic University of America (Student)
No Ifs, Ands, Or Juuls About It: Why Influencers Must Be Held Accountable, Krystina Dorta
Catholic University Journal of Law and Technology
This article analyzes how the FTC’s Endorsement Guide regulating the advertising of e-cigarette products should be applied to social media influencers. The struggle to regulate e-cigarettes by the FDA and the FTC has led to different advertising methods, which either comply with or neglect the FTC’s Endorsement Guide. This article evaluates the federal government’s reaction to the e-cigarette health crisis, followed by a review of the FTC’s previous actions addressing Endorsement Guide violations, along with the consequences on other companies’ marketing strategies. Finally, this article reviews influencer liability standards for Endorsement Guide violations and develops recommendations to improve those standards.
The Communitarian Deficit In The Usa: Three Telling Cases,
2021
The George Washington University
The Communitarian Deficit In The Usa: Three Telling Cases, Amitai Etzioni
SMU Science and Technology Law Review
Liberal communitarianism suggests that the balance between individual rights and the common good must be adjusted as historical conditions change. Much attention has been paid to violations of rights, e.g., by the police, for good reasons. This Article examines three new technologies that undermine public safety, a key common good, and asks whether they should be banned. The 2020 pandemic revealed that scores of millions of Americans objected, not merely to government mandates to take measures that are likely to spare fellow Americans a severe disease or death, but even to respond to moral calls, especially wearing a mask. This …
Sovereignty 2.0,
2021
Georgetown University Law Center
Sovereignty 2.0, Anupam Chander, Haochen Sun
Georgetown Law Faculty Publications and Other Works
Digital sovereignty—the exercise of control over the internet—is the ambition of the world’s leaders, from Australia to Zimbabwe, a bulwark against both foreign state and foreign corporation. Governments have resoundingly answered first-generation internet law questions of who if anyone should regulate the internet—they all will. We now confront second generation questions—not whether, but how to regulate the internet. We argue that digital sovereignty is simultaneously a necessary incident of democratic governance and democracy’s dreaded antagonist. As international law scholar Louis Henkin taught us, sovereignty can insulate a government’s worst ills from foreign intrusion. Assertions of digital sovereignty, in particular, …
Book Review,
2021
University of Colorado Law School
The Law Of Ai,
2021
University of Colorado Law School
The Right To Contest Ai,
2021
University of Colorado Law School
The Right To Contest Ai, Margot E. Kaminski, Jennifer M. Urban
Publications
Artificial intelligence (AI) is increasingly used to make important decisions, from university admissions selections to loan determinations to the distribution of COVID-19 vaccines. These uses of AI raise a host of concerns about discrimination, accuracy, fairness, and accountability.
In the United States, recent proposals for regulating AI focus largely on ex ante and systemic governance. This Article argues instead—or really, in addition—for an individual right to contest AI decisions, modeled on due process but adapted for the digital age. The European Union, in fact, recognizes such a right, and a growing number of institutions around the world now call for …
Algorithmic Impact Assessments Under The Gdpr: Producing Multi-Layered Explanations,
2021
University of Colorado Law School
Algorithmic Impact Assessments Under The Gdpr: Producing Multi-Layered Explanations, Margot E. Kaminski, Gianclaudio Malgieri
Publications
Policy-makers, scholars, and commentators are increasingly concerned with the risks of using profiling algorithms and automated decision-making. The EU’s General Data Protection Regulation (GDPR) has tried to address these concerns through an array of regulatory tools. As one of us has argued, the GDPR combines individual rights with systemic governance, towards algorithmic accountability. The individual tools are largely geared towards individual “legibility”: making the decision-making system understandable to an individual invoking her rights. The systemic governance tools, instead, focus on bringing expertise and oversight into the system as a whole, and rely on the tactics of “collaborative governance,” that is, …
The Use Of Technical Experts In Software Copyright Cases: Rectifying The Ninth Circuit’S “Nutty” Rule,
2021
Columbia Law School
The Use Of Technical Experts In Software Copyright Cases: Rectifying The Ninth Circuit’S “Nutty” Rule, Shyamkrishna Balganesh, Peter S. Menell
Faculty Scholarship
Courts have long been skeptical about the use of expert witnesses in copyright cases. More than four decades ago, and before Congress extended copyright law to protect computer software, the Ninth Circuit in Krofft Television Productions, Inc. v. McDonald’s Corp. ruled that expert testimony was inadmissible to determine whether Mayor McCheese and the merry band of McDonald’s characters infringed copyright protection for Wilhelmina W. Witchiepoo and the other imaginative H.R. Pufnstuf costumed characters. Since the emergence of software copyright infringement cases in the 1980s, substantially all software copyright cases have permitted expert witnesses to aid juries in understanding software code. …
Privacy As Privilege: The Stored Communications Act And Internet Evidence,
2021
Columbia Law School
Privacy As Privilege: The Stored Communications Act And Internet Evidence, Rebecca Wexler
Faculty Scholarship
This Article exposes a profound and growing injustice that major technology companies have propagated through every level of the judiciary under the guise of protecting data privacy. The Supreme Court has repeatedly proclaimed: “In our judicial system, the public has a right to every [person’s] evidence.” Yet, for over a decade, Facebook, GitHub, Google, Instagram, Microsoft, and Twitter have leveraged the Stored Communications Act (SCA) — a key data privacy law for the internet — to bar criminal defendants from subpoenaing the contents of another’s online communications, even when those communications could exonerate the wrongfully accused. Every appellate court to …
Privacy Asymmetries: Access To Data In Criminal Defense Investigations,
2021
Columbia Law School
Privacy Asymmetries: Access To Data In Criminal Defense Investigations, Rebecca Wexler
Faculty Scholarship
This Article introduces the phenomenon of “privacy asymmetries,” which are privacy statutes that permit courts to order disclosures of sensitive information when requested by law enforcement but not when requested by criminal defense counsel. In the U.S. adversarial criminal legal system, defense counsel are the sole actors tasked with investigating evidence of innocence. Law enforcement has no constitutional, statutory, or formal ethical duty to seek out evidence of innocence. Therefore, statutes that selectively suppress defense investigations selectively suppress evidence of innocence. Privacy asymmetries form a recurring, albeit previously unrecognized, pattern in privacy statutes. They likely arise from legislative oversight and …
How Supreme Court Precedent Sheds Light On Corporate Bill Of Attainder Claims,
2020
Seattle University School of Law
How Supreme Court Precedent Sheds Light On Corporate Bill Of Attainder Claims, Alina Veneziano
Seattle Journal for Social Justice
No abstract provided.
Data Governance And The Elasticity Of Sovereignty,
2020
Brooklyn Law School
Data Governance And The Elasticity Of Sovereignty, Roxana Vatanparast
Brooklyn Journal of International Law
Traditionally, the world map and territorially bounded spaces have dominated the ways in which we imagine how states govern, make laws, and exercise their authority. Under this conception, reflected in traditional international law principles of territorial sovereignty, each state would have exclusive authority to govern and make laws over everything concerning the land within its borders. Yet developments like the proliferation of data flows, which are based on divisible, mobile, and interconnected components of data, are not territorially bounded. This presents a challenge to the traditional bases for territorial sovereignty and jurisdiction under international law, which some scholars claim is …
Easing The Burdens Of A Patchwork Approach To Data Privacy Regulation In Favor Of A Singular Comprehensive International Solution—The International Data Privacy Agreement,
2020
Brooklyn Law School
Easing The Burdens Of A Patchwork Approach To Data Privacy Regulation In Favor Of A Singular Comprehensive International Solution—The International Data Privacy Agreement, Scott Resnick
Brooklyn Journal of International Law
Data privacy has become one of the premier hot-button issues in today’s increasingly digital human experience. Legislatures around the globe have attempted to act swiftly in an effort to safeguard the highly coveted personal information of their citizens and combat misuse at the hands of international businesses operating with an online presence. Since the European Union’s enactment of the General Data Protection Regulation (GDPR) in 2018, countries around the globe have been grappling with how best to replicate the EU’s leading data privacy regulation while providing the same or greater level of transparency into data collection practices. While a mere …
Two Decades Of Laws And Practice Around Screen Scraping In The Common Law World And Its Open Banking Watershed Moment,
2020
Monash University
Two Decades Of Laws And Practice Around Screen Scraping In The Common Law World And Its Open Banking Watershed Moment, Han-Wei Liu
Washington International Law Journal
Screen scraping—a technique using an agent to collect, parse, and organize data from the web in an automated manner—has found countless applications over the past two decades. It is now employed everywhere, from targeted advertising, price aggregation, budgeting apps, website preservation, academic research, and journalism, to name a few. However, this tool has raised enormous controversy in the age of big data. This article takes a comparative law approach to explore two sets of analytical issues in three common law jurisdictions, the United States, the United Kingdom, and Australia. As the first step, this article maps out the trajectory of …
Human-Machine Teaming And Its Legal And Ethical Implications,
2020
National Defense University, College of Information and Cyberspace
Human-Machine Teaming And Its Legal And Ethical Implications, Jim Q. Chen, Thomas Wingfield
Military Cyber Affairs
Humans rely on machines in accomplishing missions while machines need humans to make them more intelligent and more powerful. Neither side can go without the other, especially in complex environments when autonomous mode is initiated. Things are becoming more complicated when law and ethical principles should be applied in these complex environments. One of the solutions is human-machine teaming, as it takes advantage of both the best humans can offer and the best that machines can provide. This article intends to explore ways of implementing law and ethical principles in artificial intelligence (AI) systems using human-machine teaming. It examines the …
Strategic Lawsuits Against Public Participation In The Age Of Online Speech: The Relevance Of Anti-Slapp And Anti-Cyberslapp Legislation,
2020
University of Cincinnati College of Law
Strategic Lawsuits Against Public Participation In The Age Of Online Speech: The Relevance Of Anti-Slapp And Anti-Cyberslapp Legislation, Lauren Merk
The University of Cincinnati Intellectual Property and Computer Law Journal
No abstract provided.
