Machines We Trust: Perspectives on Dependable AI
暫譯: 我們信任的機器:關於可靠人工智慧的觀點

Pelillo, Marcello, Scantamburlo, Teresa

  • 出版商: Summit Valley Press
  • 出版日期: 2021-08-24
  • 售價: $1,430
  • 貴賓價: 9.5$1,359
  • 語言: 英文
  • 頁數: 174
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0262542099
  • ISBN-13: 9780262542098
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

商品描述

Experts from disciplines that range from computer science to philosophy consider the challenges of building AI systems that humans can trust.

Artificial intelligence-based algorithms now marshal an astonishing range of our daily activities, from driving a car (turn left in 400 yards) to making a purchase (products recommended for you). How can we design AI technologies that humans can trust, especially in such areas of application as law enforcement and the recruitment and hiring process? In this volume, experts from a range of disciplines discuss the ethical and social implications of the proliferation of AI systems, considering bias, transparency, and other issues.

The contributors, offering perspectives from computer science, engineering, law, and philosophy, first lay out the terms of the discussion, considering the ethical debts of AI systems, the evolution of the AI field, and the problems of trust and trustworthiness in the context of AI. They go on to discuss specific ethical issues and present case studies of such applications as medicine and robotics, inviting us to shift the focus from the perspective of a human-centered AI to that of an AI-decentered humanity. Finally, they consider the future of AI, arguing that, as we move toward a hybrid society of cohabiting humans and machines, AI technologies can become humanity's allies.

商品描述(中文翻譯)

來自計算機科學到哲學等不同領域的專家考慮建立人類可以信任的人工智慧系統所面臨的挑戰。

基於人工智慧的演算法現在驅動著我們日常活動的驚人範圍,從駕駛汽車(在400碼處左轉)到進行購買(為您推薦的產品)。我們如何設計人類可以信任的人工智慧技術,特別是在執法和招聘過程等應用領域?在這本書中,來自不同領域的專家討論了人工智慧系統普及的倫理和社會影響,考慮了偏見、透明度和其他問題。

這些貢獻者提供了來自計算機科學、工程、法律和哲學的觀點,首先闡明了討論的條件,考慮人工智慧系統的倫理債務、人工智慧領域的演變,以及在人工智慧背景下信任和可信度的問題。他們接著討論具體的倫理問題,並呈現醫療和機器人等應用的案例研究,邀請我們將焦點從以人為中心的人工智慧轉向以人工智慧為中心的人類。最後,他們考慮人工智慧的未來,主張隨著我們朝向人類與機器共存的混合社會發展,人工智慧技術可以成為人類的盟友。

作者簡介

Marcello Pelillo is Professor of Computer Science at Ca' Foscari University of Venice. Teresa Scantamburlo is a postdoctoral researcher at the European Centre for Living Technology (ECLT), Ca' Foscari University of Venice.

作者簡介(中文翻譯)

馬切洛·佩利洛(Marcello Pelillo)是威尼斯卡福斯卡里大學(Ca' Foscari University of Venice)計算機科學教授。特雷莎·斯坎坦布爾洛(Teresa Scantamburlo)是威尼斯卡福斯卡里大學歐洲生活技術中心(European Centre for Living Technology, ECLT)的博士後研究員。