Social and Behavioral Sciences Commons^™

What Mcculloch V. Maryland Got Wrong: The Original Meaning Of 'Necessary' Is Not 'Useful', 'Convenient', Or 'Rational', Steven Calabresi, Gary S. Lawson, Elise Kostial

Faculty Scholarship

McCulloch v. Maryland, echoing Alexander Hamilton nearly thirty years earlier, claimed of the word “necessary” in the Necessary and Proper Clause: “If reference be had to its use, in the common affairs of the world, or in approved authors, we find that it frequently imports that one thing is convenient, or useful . . . to another.” Modern case law has translated that understanding into a rational-basis test that treats the issue of necessity as all but nonjusticiable; The Supreme Court has never found a congressional law unconstitutional on the ground that it was not “necessary . . . …

The Role Of Data For Ai Startup Growth, James Bessen, Stephen Michael Impink, Lydia Reichensperger, Robert Seamans

Faculty Scholarship

Artificial intelligence (“AI”)-enabled products are expected to drive economic growth. Training data are important for firms developing AI-enabled products; without training data, firms cannot develop or refine their algorithms. This is particularly the case for AI startups developing new algorithms and products. However, there is no consensus in the literature on which aspects of training data are most important. Using unique survey data of AI startups, we find that startups with access to proprietary training data are more likely to acquire venture capital funding.

Ethical Ai Development: Evidence From Ai Startups, James Bessen, Stephen Michael Impink, Lydia Reichensperger, Robert Seamans

Faculty Scholarship

Artificial Intelligence startups use training data as direct inputs in product development. These firms must balance numerous trade-offs between ethical issues and data access without substantive guidance from regulators or existing judicial precedence. We survey these startups to determine what actions they have taken to address these ethical issues and the consequences of those actions. We find that 58% of these startups have established a set of AI principles. Startups with data-sharing relationships with high-technology firms; that were impacted by privacy regulations; or with prior (non-seed) funding from institutional investors are more likely to establish ethical AI principles. Lastly, startups …

Bilski And The Information Age A Decade Later, Michael J. Meurer

Faculty Scholarship

In the years from State Street in 1999 to Alice in 2014, legal scholars vigorously debated whether patents should be used to incentivize the invention of business methods. That attention has waned just as economists have produced important new research on the topic, and just as artificial intelligence and cloud computing are changing the nature of business method innovation. This chapter rejoins the debate and concludes that the case for patent protection of business methods is weaker now than it was a decade ago.

From Productivity To Firm Growth, James Bessen, Erich Denk

Faculty Scholarship

It is widely held that more productive firms grow faster, thus reallocating resources and raising aggregate productivity. Yet little empirical research identifies the features of the mechanisms affecting this process. This paper develops and tests a general model encompassing several mechanisms used to overcome informational frictions to growth. We find that firm size, productivity dispersion, and large firm investments in intangibles are all significantly related to changes in firm growth in response to productivity. These factors can account for much of the decline in the response to productivity since 2000 (Decker et al. 2020). Also, industry concentration is directly related …

The Costs Of Trademarking Dolls, Jessica Silbey

Faculty Scholarship

Professor Curtin’s article, Zombie Cinderella and the Undead Public Domain, takes a recent case from the Trademark Trial and Appeal Board (TTAB) as the basis for an argument that trademark doctrine needs stronger protection against the exclusive commercial appropriation of characters that are in the public domain. In that case, a doll manufacturer sought to register the term “Zombie Cinderella” for a doll that was zombie-ish and princess-like. The examiner refused registration because the term “Zombie Cinderella” for this kind of doll was confusingly similar to the mark for Walt Disney’s Cinderella doll. Although the TTAB overturned the examiner’s …

A ;-) At The Past And Future Of English, Tiffany Li

Faculty Scholarship

It is always with a certain amount of wry, knowing amusement that we turn to the thoughts of people from the past remarking on the future (that is, our present). It is similar to how slightly older children view slightly younger children. They were so innocent then, those thinkers of the past! Look at what they thought computers could do, what language could be! How adorably naïve! Not like us, we who have put away our childish things.

Of course, the science fiction of our present may someday seem as pathetically misconceived as that of the past. So, too, will …

The Trauma Of The Routine: Lessons On Cultural Trauma From The Emmett Till Verdict, Angela Onwuachi-Willig

Faculty Scholarship

Cultural traumas are socially mediated processes that occur when groups endure horrific events that forever change their consciousness and identity. According to cultural sociologists, these traumas arise out of shocks to the routine or the taken for granted. Understanding such traumas is critical for developing solutions that can address group suffering. Using the African American community’s response to the not guilty verdict in the Emmett Till murder trial as a case study, this article extends cultural trauma theory by explicating how cultural traumas can arise not only when routines are disrupted but also when they are maintained and reaffirmed in …

Library Director As Opportunity Identifier, Ronald E. Wheeler

Faculty Scholarship

A successful contemporary law library director should seek opportunities to insert the law library, wherever possible, into projects that benefit the law school and its mission and that draw on the talents and expertise of the law librarians. The goal of the modern law library director should be to make the law library an integral part of each and every undertaking within the law school community. Every facet of the law school and its various departments and offices can benefit from either law library research and instructional services or the creative thinking and analytical orientation that librarians bring to the …

Innovation And Optimal Punishment, With Antitrust Applications, Keith N. Hylton, Haizhen Lin

Faculty Scholarship

This article modifies the optimal punishment analysis by incorporating investment incentives with external benefits. In the models examined, the recommendation that the optimal penalty should internalize the marginal social harm is no longer valid. We focus on antitrust applications. In light of the benefits from innovation, the optimal policy will punish monopolizing firms more leniently than suggested in the standard static model. It may be optimal not to punish the monopolizing firm at all, or to reward the firm rather than punish it. We examine the precise balance between penalty and reward in the optimal punishment scheme.

Against Endowment Theory: Experimental Economics And Legal Scholarship, Greg Klass, Kathryn Zeiler

Faculty Scholarship

Endowment theory holds the mere ownership of a thing causes people to assign greater value to it than they otherwise would. The theory entered legal scholarship in the early 1990s and quickly eclipsed other accounts of how ownership affects valuation. Today, appeals to a generic “endowment effect” can be found throughout the legal literature. More recent experimental results, however, suggest that the empirical evidence for endowment theory is weak at best. When the procedures used in laboratory experiments are altered to rule out alternative explanations, the “endowment effect” disappears. This and other recent evidence suggest that mere ownership does not …

Trial Selection Theory And Evidence, Keith N. Hylton, Haizhen Lin

Faculty Scholarship

This chapter presents a review of trial selection theory. We use the term “trial selection theory” to refer to models that attempt to explain or predict the characteristics that distinguish cases that are litigated to judgment from those that settle, and the implications of those characteristics for the development of legal doctrine and for important trial outcome parameters, such as the plaintiff win rate. Using this definition, trial selection theory can be said to have started with Priest and Klein (1984).

An Economic Perspective On Preemption, Keith N. Hylton

Faculty Scholarship

This Essay has two goals. The first is to present an economic theory of preemption as a choice among regulatory regimes. The optimal regime choice model is used to generate specific implications for the court decisions on preemption of products liability claims. The second objective is to extrapolate from the regime choice model to consider its implications for broader controversies about preemption.

A Witness To Justice, Jessica Silbey

Faculty Scholarship

In the 1988 film The Accused, a young woman named Sarah Tobias is gang raped on a pinball machine by three men while a crowded bar watches. The rapists cut a deal with the prosecutor. Sarah's outrage at the deal convinces the assistant district attorney to prosecute members of the crowd that cheered on and encouraged the rape. This film shows how Sarah Tobias, a woman with little means and less experience, intuits that according to the law rape victims are incredible witnesses to their own victimization. The film goes on to critique what the right kind of witness would …

Corrective Justice, Equal Opportunity, And The Legacy Of Slavery And Jim Crow, David B. Lyons

Faculty Scholarship

Chattel slavery was a brutally cruel, repressive, and exploitative system of racial subjugation. When it was abolished, the former slaveholders owed the freedmen compensation for the terrible wrongs of enslavement. Ex-slaves sought reparations, especially in the form of land, but few received any sort of recompense. The wrongs they suffered were never repaired.

No one alive today can be held accountable for the wrongs of chattel slavery, and those who might now be called upon to pay reparations were not even born until many decades after slavery ended. For some scholars, the lack of accountable parties makes current reparations claims …

Render Copyright Unto Caesar: On Taking Incentives Seriously, Wendy J. Gordon

Faculty Scholarship

This Essay suggests we bifurcate our thinking. Conventional copyright rules by money, so let it rule the money-bound. Let a different set of rules evolve for more complex uses, particularly when the users have a personal relationship with the utilized text. Much recent scholarship contains dramatic suggestions to secure a freedom to be creative, rewrite, and be imaginative. My work has long sought to defend such freedoms, but I believe we understand imagination and its conditions too little to employ it as a starting point. I suggest instead that we acquire a better conceptual map of the generative process and …

What Do We Do When We Do Law And Popular Culture, Jessica Silbey

Faculty Scholarship

"What We Do When We Do Law and Popular Culture" establishes a theoretical framework for analyzing legal popular culture, taking as its point of departure Richard Sherwin's book "When Law Goes Pop." The article stresses what Professor Silbey considers to be three major stumbling blocks in the growing interdiscipline of law and popular culture. She argues that if we are to advance our understanding of the relationship between law and popular culture, we must follow at least three simple charges: (1) demarcate our beginning concepts, such as law or culture, so that amidst the vast phenomena that may be called …

Ralph Sharp Brown, Intellectual Property And The Public Interest--Introduction, Wendy J. Gordon

Faculty Scholarship

Ralph Sharp Brown crossed out the "Junior" that followed his name after his father died. In explanation of the hand-altered stationery, he said (if my recollection holds), "I'm the only one left now." Now, after Ralph's death, there may remain no Ralph Sharp Browns. But there are many law teachers who continue to wage the campaign that Ralph made his life work: to save an interdependent society from unnecessary and stagnating restraints on liberty. In the intellectual property area, Ralph sought to teach us that it can be both right and necessary to give individuals the liberty to "reap without …

Asymmetric Market Failure And Prisoner's Dilemma In Intellectual Property, Wendy J. Gordon

Faculty Scholarship

When competitors engage in unrestrained copying of each others' intangible products, the structure can resemble a prisoner's dilemma in which free choice leads to unnecessarily low individual payoffs and low social welfare. There are many ways to avoid these low payoffs, such as contract enforcement, direct regulation of copying behavior through IP, and direct government subsidies. All of these modes alter the payoff pattern away from prisoner's dilemma.

When should lawmakers place copyright law or other IP law among the prime options to consider?

Because copyright, patent, misappropriation and the like all work through private-property markets, one key is to …

On Justifying Enforced Requirements: A Reply To Baier, David B. Lyons

Faculty Scholarship

There are limits to the possible subjects of justification. Typically, it concerns human behavior and things that human intervention can affect. Failing special circumstances, it makes no sense to speak of justifying the weather. There may be other limits to the class of possible subjects for justification; for example, it is sometimes said that a thing cannot be justified unless it has been indicted, though it is not clear how this claim should be taken. For there simply may be no point in bothering to justify something that is not suspect in some way, and the relevant condition can generally …