A recurrent concern about machine learning algorithms is that they operate as “black boxes,” making it difficult to identify how and why the algorithms reach particular decisions, recommendations, or predictions. Yet judges are confronting machine learning algorithms with increasing frequency, including in criminal, administrative, and civil cases. This Essay argues that judges should demand explanations for these algorithmic outcomes....
Essay
Complex machine learning models derived from personal data are increasingly used in making decisions important to peoples’ lives. These automated decision tools are controversial, in part because their operation is difficult for humans to grasp or explain. While scholars and policymakers have begun grappling with these explainability concerns, the debate has focused on explanations to decision subjects. This Essay argues that explainability...
How will we assess the morality of decisions made by artificial intelligence—and will our judgments be swayed by what the law says? Focusing on a moral dilemma in which a driverless car chooses to sacrifice its passenger to save more people, this study offers evidence that our moral intuitions can be influenced by the presence of the law.
Sex robots are here. Created specifically to allow individuals to simulate erotic and romantic experiences with a seemingly alive and present human being, sex robots will soon force lawmakers to address the rise of digisexuality and the human–robot relationship. The extent to which intimacy between a human and robot can be regulated depends on how we characterize sex with robots—as a masturbatory act, an intimate relationship, or nonconsensual...
For more than fifty years, the problems endemic to municipal policing in the United States—brutality, racial discrimination, corruption, and opacity—have remained remarkably constant. This has occurred notwithstanding the advent of modern constitutional criminal procedure and countless judicial opinions applying it to the police. The municipal police can evade criminal procedure’s legality-based paradigm through formal and informal means....
The constitutionally mandated decennial enumeration of the U.S. population is indispensable to the equitable distribution of political and economic resources. As we approach the 2020 Census, however, several factors converge that both undermine how we count change in communities of color and conflict with shifting demographics and power dynamics, making accurate accounting especially urgent. Among these, perhaps most notable is the threatened...
In early 2018, the federal government announced that it would ask every person in the country about their citizenship status on the 2020 Census. Controversy immediately followed. The Constitution makes the decennial census the federal government’s very first express responsibility; it drove existential questions about representation and funding in 1790 and has become no less important in the centuries since. Many observers, including several...
A new front in the war against sanctuary cities has emerged. Until recently, the fight against sanctuary cities has largely focused on the federal government’s efforts to defund states like California and cities like Chicago and New York for resisting federal immigration enforcement. Thus far, localities have mainly prevailed against this federal anti-sanctuary campaign, relying on federalism protections afforded by the Tenth Amendment’s anticommandeering...
Common private-ordering theories predict that merchants have an incentive to act honestly because if they do not, they will get a bad reputation and their future businesses will suffer. In these theories, cheating is cheating whether the cheat is big or small. But while reputation-based private ordering may constrain the big cheat, it does not necessarily constrain the small cheat because of the difficulty in discovering certain...
The rules and practices of criminal procedure assume a clean separation between the interests of the public and the interests of the lone defendant who stands accused. Even the names given to criminal prosecutions often declare this dichotomy, as in jurisdictions such as California, Illinois, Michigan, and New York that caption criminal cases “The People of the State of X v. John Doe.” This Essay argues that this traditional people/defendant...