AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
暫譯: AI 騙局:人工智慧能做什麼、不能做什麼,以及如何辨別差異

Narayanan, Arvind, Kapoor, Sayash

  • 出版商: Princeton University Press
  • 出版日期: 2024-09-24
  • 售價: $1,060
  • 貴賓價: 9.8$1,038
  • 語言: 英文
  • 頁數: 360
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 069124913X
  • ISBN-13: 9780691249131
  • 相關分類: ChatGPT
  • 海外代購書籍(需單獨結帳)

商品描述

From two of TIME's 100 Most Influential People in AI, what you need to know about AI--and how to defend yourself against bogus AI claims and products

Confused about AI and worried about what it means for your future and the future of the world? You're not alone. AI is everywhere--and few things are surrounded by so much hype, misinformation, and misunderstanding. In AI Snake Oil, computer scientists Arvind Narayanan and Sayash Kapoor cut through the confusion to give you an essential understanding of how AI works and why it often doesn't, where it might be useful or harmful, and when you should suspect that companies are using AI hype to sell AI snake oil--products that don't work, and probably never will.

While acknowledging the potential of some AI, such as ChatGPT, AI Snake Oil uncovers rampant misleading claims about the capabilities of AI and describes the serious harms AI is already causing in how it's being built, marketed, and used in areas such as education, medicine, hiring, banking, insurance, and criminal justice. The book explains the crucial differences between types of AI, why organizations are falling for AI snake oil, why AI can't fix social media, why AI isn't an existential risk, and why we should be far more worried about what people will do with AI than about anything AI will do on its own. The book also warns of the dangers of a world where AI continues to be controlled by largely unaccountable big tech companies.

By revealing AI's limits and real risks, AI Snake Oil will help you make better decisions about whether and how to use AI at work and home.

商品描述(中文翻譯)

來自兩位《TIME》100位最具影響力的AI人物,您需要了解的AI知識——以及如何防範虛假AI聲明和產品

對AI感到困惑,並擔心它對您未來和世界未來的影響?您並不孤單。AI無處不在——而且很少有事物被如此多的炒作、錯誤資訊和誤解所包圍。在《AI蛇油》中,計算機科學家Arvind Narayanan和Sayash Kapoor打破混淆,讓您對AI的運作方式及其為何經常無法如預期運作有基本的理解,了解它可能在哪些方面有用或有害,以及何時應該懷疑公司利用AI的炒作來銷售無效的AI蛇油——那些無法運作的產品,並且可能永遠無法運作。

雖然承認某些AI的潛力,例如ChatGPT,《AI蛇油》揭露了關於AI能力的誤導性聲明,並描述了AI在教育、醫療、招聘、銀行、保險和刑事司法等領域的建設、行銷和使用中已經造成的嚴重危害。這本書解釋了不同類型AI之間的關鍵差異,為何組織會上當受騙於AI蛇油,為何AI無法解決社交媒體問題,為何AI不是一種生存風險,以及為何我們應該更擔心人們將如何使用AI,而不是擔心AI本身會做什麼。這本書還警告了在AI繼續被大科技公司控制的世界中可能存在的危險。

通過揭示AI的限制和實際風險,《AI蛇油》將幫助您在工作和家庭中做出更好的決策,關於是否以及如何使用AI。

作者簡介

Arvind Narayanan is professor of computer science at Princeton University and director of its Center for Information Technology Policy. He is the coauthor of Bitcoin and Cryptocurrency Technologies (Princeton) and Fairness and Machine Learning. Sayash Kapoor is a PhD candidate in computer science at Princeton. He previously worked as a software engineer at Facebook, where he helped create AI for content moderation. To learn more, please visit AISnakeOil.com.

作者簡介(中文翻譯)

阿文德·納拉揚(Arvind Narayanan)是普林斯頓大學的計算機科學教授,也是其資訊科技政策中心的主任。他是比特幣與加密貨幣技術(Bitcoin and Cryptocurrency Technologies)(普林斯頓出版社)和公平性與機器學習(Fairness and Machine Learning)的共同作者。薩亞什·卡普爾(Sayash Kapoor)是普林斯頓大學計算機科學的博士候選人。他曾在Facebook擔任軟體工程師,協助開發內容審核的人工智慧。欲了解更多資訊,請訪問AISnakeOil.com。