When Machines Can Be Judge, Jury, and Executioner: Justice in the Age of Artificial Intelligence
暫譯: 當機器能成為法官、陪審團與執行者:人工智慧時代的正義
Katherine B Forrest
- 出版商: World Scientific Pub
- 出版日期: 2021-04-23
- 售價: $1,390
- 貴賓價: 9.5 折 $1,321
- 語言: 英文
- 頁數: 160
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9811232725
- ISBN-13: 9789811232725
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相關分類:
人工智慧
海外代購書籍(需單獨結帳)
相關主題
商品描述
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.
商品描述(中文翻譯)
這本書探討了人工智慧時代的正義。它主張目前用於自由決策的 AI 工具是基於功利主義的正義框架,與美國憲法和獨立宣言中所反映的個人公平性不一致。書中以 AI 風險評估工具和致命自主武器為例,說明 AI 如何影響自由決策。AI 風險評估工具的演算法設計可以並且確實嵌入了人類的偏見。這些 AI 工具的設計者和使用者在準確性與個人公平性之間允許存在某種程度的妥協。
本書由一位曾任聯邦法官的作者撰寫,他在人工智慧和司法系統方面廣泛且頻繁地講授。這本書是對刑事司法系統中 AI 工具及其在決策中使用的致命自主武器的理論框架的首次全面呈現。接著,書中提供了全面的解釋,說明為何會如此,追溯有關這些工具中嵌入的種族及其他偏見的辯論演變。沒有其他書籍能如此全面地探討 AI 風險評估工具的理論與實踐。