Is it fair for a judge to increase a defendant's prison time on the basis of an algorithmic score that predicts the likelihood that he will commit future crimes? Many states now say yes, even when the algorithms they use for this purpose have a high error rate, a secret design, and a demonstratable racial bias. The former federal judge Katherine Forrest, in her short but incisive When Machines Can Be Judge, Jury, and Executioner, says this is both unfair and irrational ...' See full reviewJed S RakoffUnited States District Judge for the Southern District of New YorkNew York Review of Books This book explores justice in the age of artificial intelligence. It argues that current AI tools used in connection with liberty decisions are based on utilitarian frameworks of justice and inconsistent with individual fairness reflected in the US Constitution and Declaration of Independence. It uses AI risk assessment tools and lethal autonomous weapons as examples of how AI influences liberty decisions. The algorithmic design of AI risk assessment tools can and does embed human biases. Designers and users of these AI tools have allowed some degree of compromise to exist between accuracy and individual fairness.Written by a former federal judge who lectures widely and frequently on AI and the justice system, this book is the first comprehensive presentation of the theoretical framework of AI tools in the criminal justice system and lethal autonomous weapons utilized in decision-making. The book then provides a comprehensive explanation as to why, tracing the evolution of the debate regarding racial and other biases embedded in such tools. No other book delves as comprehensively into the theory and practice of AI risk assessment tools.
Is Justice Real When "Reality is Not?: Constructing Ethical Digital Environments examines how frameworks and concepts of justice should evolve in virtual worlds. Directed at researchers working in, or with an interest in virtual reality, as well as those interested in the fields of artificial intelligence and justice, this book covers research regarding impacts on human psychological states existing within alternative ethical frameworks. With chapters dedicated to behavioral impacts of virtual events, robotics and "unconscious", and human psychological states of role playing and existing, readers will be well-equipped to navigate the virtual worlds in which millions of people currently spend time. - Provides an introduction into virtual worlds in which humans increasingly spend significant time - Analyzes the psychological impact on humans of spending time in virtual worlds - Discusses ethical and justice frameworks, robotics, the psychology of role playing and future virtual worlds
Radical Volunteers tells the largely unknown story of southern student activism in Tennessee between the Brown decision in 1954 and the national backlash against the Kent State University shootings in May 1970. As one of the first statewide studies of student activism-and one of the few examinations of southern student activism-it broadens scholarly understanding of New Left and Black student radicalism from its traditionally defined hotbeds in the Northeast and the West Coast. By incorporating accounts of students from both historically Black and predominantly white colleges and universities across Tennessee, this research places events that might otherwise appear random and intermittent into conversation with one another. This methodological approach reveals that students' joined organizations and became activists in an effort to assert their autonomy and, as a result, student power became a rallying cry across the state. It illuminates a broad movement comprised of many different sorts of students-white and Black, private and public, western, middle, and east Tennesseans. Importantly, Ballantyne doesn't confine her analysis to just campuses. Indeed, Radical Volunteersalso situates campus activism with their broader communities. Tennessee student activists built upon relationships with Old Left activists and organizations, thereby fostering their otherwise fledgling enterprises, and creating the possibility for radical change in the politically-conservative region. But framing student activism over a long period of time across Tennessee as a whole reveals disjuncture as much as coherence in the movement. Though all case studies contain particular and representative features, Tennessee's diversity lends itself well to a study of regional variations. Though outnumbered, Tennessee student activists secured significant campus reforms, pursued ambitious community initiatives, and articulated a powerful countervision for the South and the United States"--
This text was written to help ease the transition from the numerical skills of arithmetic to the more abstract world of algebra. The text concentrates on conceptual understanding in place of rote application of algorithms and encourages students to explore algebraic concepts in an informal way to build a foundation for the subsequent formal study of algebra, as recommended in the NCTM Standards.
In addition to the updated data, this edition includes 350 state columns with the newest columns featuring population projections for the next 20 years.
Easy Access is the only handbook organized by the types of help student writers need. Part One (red tabs) provides a guide to writing processes and products. Solutions to common writing problems and ESL troublespots are found in Part Two (blue tab). Part Three (yellow tab) offers alphabetically organized definitions and examples of grammar, mechanics, and punctuation terms.
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