Science and Technology Law Commons^™

The Business Of Ai Startups, James Bessen, Stephen Michael Impink, Robert Seamans, Lydia Reichensperger

Faculty Scholarship

New machine learning techniques have led to an acceleration of “artificial intelligence” (AI). Numerous papers have projected substantial job losses based on assessments of technical feasibility. But what is the actual impact? This paper reports on a survey of commercial AI startups, documenting rich detail about their businesses and their impacts on their customers. These firms report benefits of AI that are more often about enhancing human capabilities than replacing them. Their applications more often increase professional, managerial, and marketing jobs and decrease manual, clerical, and frontline service jobs. These startups sell to firms of different sizes, in different industries …

Taxing & Zapping Marijuana: Blockchain Compliance In The Trump Administration Part 3, Richard Thompson Ainsworth, Brendan Magauran

Faculty Scholarship

This is the third of a five-part series dealing with the rescission by U.S. Attorney General Jeff Sessions of the Obama-era policy that discouraged federal prosecutors from bringing charges in all but the most serious marijuana cases.

This article focuses on cyber-attacks on the main commercial chain, and the use of a private blockchain using HyperLedger Fabric as a platform.

This fraud is a direct, criminal attack; an attack designed to destroy/corrupt records of marijuana inventory and plant tags throughout the supply chain. The attack allows legalized marijuana to escape the system and be sold on the black market. A …

The Policy Challenge Of Artificial Intelligence, James Bessen

Faculty Scholarship

New "artificial intelligence" (AI) technology promises to bring dramatic social and economic changes, demanding major policy changes. In intellectual property and antitrust law, AI will exacerbate a damaging trend: across all major sectors of the economy, proprietary information technology is increasing the market dominance of large firms. This trend might not seem like bad news, but it is evidence of a slowdown in the spread of technical knowledge throughout the economy. The result is rising industry concentration, slower productivity growth and growing wage inequality. The key challenge to IP and antitrust policy will be counter this trend yet maintain innovation …

Regulating Fintech, William Magnuson

Faculty Scholarship

The financial crisis of 2008 has led to dramatic changes in the way that finance is regulated: the Dodd-Frank Act imposed broad and systemic regulation on the industry on a level not seen since the New Deal. But the financial regulatory reforms enacted since the crisis have been premised on an outdated idea of what financial services look like and how they are provided. Regulation has failed to take into account the rise of financial technology (or “fintech”) firms and the fundamental changes they have ushered in on a variety of fronts, from the way that banking works, to the …

Humans Forget, Machines Remember: Artificial Intelligence And The Right To Be Forgotten, Tiffany Li, Eduard Fosch Villaronga, Peter Kieseberg

Faculty Scholarship

To understand the Right to be Forgotten in context of artificial intelligence, it is necessary to first delve into an overview of the concepts of human and AI memory and forgetting. Our current law appears to treat human and machine memory alike – supporting a fictitious understanding of memory and forgetting that does not comport with reality. (Some authors have already highlighted the concerns on the perfect remembering.) This Article will examine the problem of AI memory and the Right to be Forgotten, using this example as a model for understanding the failures of current privacy law to reflect the …

Not-So-Smart Blockchain Contracts And Artificial Responsibility, Adam J. Kolber

Faculty Scholarship

No abstract provided.

Zappers, Phantomware And Other Sales Suppression Software In The State Of Washington, Richard Thompson Ainsworth, Robert Chicoine

Faculty Scholarship

Electronic sales suppression (ESS) is a fraud that has been a (prominent) feature of the North American retail business since at least 1996. The first EES case in the US dates from 1981. ESS is a global problem. Depending on the jurisdiction, and the research study consulted, ESS is estimated to be present in 34% (of Canadian), 50% (of German – two studies), and 70% (of Swedish and Slovenian) businesses. It may be the case today, that “you cannot leave home without” encountering (or participating in) ESS.

The most common types of sales suppression technology are Zappers and Phantomware programming. …

Prediction, Persuasion, And The Jurisprudence Of Behaviorism, Frank A. Pasquale, Glyn Cashwell

Faculty Scholarship

No abstract provided.

A Rule Of Persons, Not Machines: The Limits Of Legal Automation, Frank A. Pasquale

Faculty Scholarship

No abstract provided.

The Keys To The Kingdom: Judges, Pre-Hearing Procedure, And Access To Justice, Colleen F. Shanahan

Faculty Scholarship

Judges see themselves as – and many reforming voices urge them to be – facilitators of access to justice for pro se parties in our state civil and administrative courts. Judges’ roles in pro se access to justice are inextricably linked with procedures and substantive law, yet our understanding of this relationship is limited. Do we change the rules, judicial behavior, or both to help self-represented parties? We have begun to examine this nuanced question in the courtroom, but we have not examined it in a potentially more promising context: pre-hearing motions made outside the courtroom. Outside the courtroom, judges …

Is The First Amendment Obsolete?, Tim Wu

Faculty Scholarship

The First Amendment was brought to life in a period, the twentieth century, when the political speech environment was markedly different than today’s. With respect to any given issue, speech was scarce and limited to a few newspapers, pamphlets or magazines. The law was embedded, therefore, with the presumption that the greatest threat to free speech was direct punishment of speakers by government.

Today, in the internet and social media age, it is no longer speech that is scarce – rather, it is the attention of listeners. And those who seek to control speech use new methods that rely on …

How Do Lawyers Think Differently From Stem Professionals When Approaching Problems And Risk, Jessica Silbey

Faculty Scholarship

Conference: Bridges II: The Law-STEM Alliance & Next Generation Innovation

Following the Bridges II conference, a select group of scholars met to discuss challenges facing law and technology. NULRO, along with David Schwartz and Leslie Oster, asked the participants to respond to prompts generated from that meeting.

Sources Of Tech Platform Power, Lina M. Khan

Faculty Scholarship

A handful of tech platforms mediate a large and growing share of our commerce and communications. Over the last year, the public has come to realize that the power these firms wield may pose significant hazards. Elected leaders ranging from Senator Elizabeth Warren (D-MA) to Senator Ted Cruz (R-TX) have expressed alarm at the level of control that firms like Amazon, Alphabet (Google’s parent company), and Facebook enjoy. In a recent poll, a majority of Americans voiced concern that the government wouldn’t do enough to regulate U.S. tech companies. As the editor of BuzzFeed observed, a “major trend in American …

Liability For Providing Hyperlinks To Copyright-Infringing Content: International And Comparative Law Perspectives, Jane C. Ginsburg, Luke Ali Budiardjo

Faculty Scholarship

Hyperlinking, at once an essential means of navigating the Internet, but also a frequent means to enable infringement of copyright, challenges courts to articulate the legal norms that underpin domestic and international copyright law, in order to ensure effective enforcement of exclusive rights on the one hand, while preserving open communication on the Internet on the other. Several recent cases, primarily in the European Union, demonstrate the difficulties of enforcing the right of communication to the public (or, in U.S. copyright parlance, the right of public performance by transmission) against those who provide hyperlinks that effectively deliver infringing content to …

Beyond Instrumentalism: A Substantivist Perspective On Law, Technology, And The Digital Persona, Frank Pasquale, Arthur J. Cockfield

Faculty Scholarship

No abstract provided.

Prediction, Persuasion, And The Jurisprudence Of Behaviorism, Frank Pasquale, Glyn Cashwell

Faculty Scholarship

No abstract provided.

Righting Research Wrongs: An Empirical Study Of How U.S. Institutions Resolve Grievances Involving Human Subjects, Kristen Underhill

Faculty Scholarship

Tens of millions of people enroll in research studies in the United States every year, making human subjects research a multi-billion-dollar industry in the U.S. alone. Research carries risks: although many harms are inevitable, some also arise from errors or mistreatment by researchers, and the history of research ethics is in many ways a history of scandal. Despite regulatory efforts to remedy these abuses, injured subjects nonetheless have little recourse to U.S. courts. In the absence of tort remedies for research-related injuries, the only venue for resolving such disputes is through alternative dispute resolution (ADR) – or more commonly, internal …

Reliable Perfection Of Security Interests In Crypto-Currency, Ronald J. Mann

Faculty Scholarship

As you all know, the organizers of this event chose a topic of burning interest when they selected crypto-currency as the focus of this year’s panel. Fortunately, unlike most of the similar events at which the author has been asked to speak, we have not been asked to talk about Bitcoin as the currency of the future; my doubts about the ability of Bitcoin to succeed as a currency of routine use – as opposed to a speculative investment vehicle – dampen my interest in talking repeatedly about that subject. The task they have set for the speakers is one …

The Wealth Gap And The Racial Disparities In The Startup Ecosystem, Lynnise E. Pantin

Faculty Scholarship

Although much attention has been given to structural inequality as it manifests in the criminal justice context, little has been said about economic inequality as it relates to the startup ecosystem. This Article details how the historic creation of the wealth gap affects entrepreneurship, highlighting how the wealth gap adversely impacts entrepreneurs of color. Entrepreneurship is a compelling solution to wealth inequality, but wealth inequality can be an impediment to success in entrepreneurship. This Article explains how the United States’ history of bolstering wealth creation for some, while inhibiting wealth creation for people of color, matters for understanding the startup …