The Algorithm: How AI Decides Who Gets Hired, Monitored, Promoted, and Fired and Why We Need to Fight Back Now

Schellmann, Hilke

  • 出版商: Hachette Books
  • 出版日期: 2024-01-02
  • 售價: $1,190
  • 貴賓價: 9.5$1,131
  • 語言: 英文
  • 頁數: 336
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0306827344
  • ISBN-13: 9780306827341
  • 相關分類: 人工智慧Algorithms-data-structures
  • 立即出貨 (庫存=1)

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商品描述

AI is on the brink of dominating our lives, threating our privacy and human future--if we don't take action now.

In The Algorithm, Emmy-award winning Wall Street Journal and Guardian contributor Hilke Schellmann delivers a shocking and illuminating exposé on one of the most pressing civil rights issues of our time: how AI has quietly, and mostly out of sight, taken over the world of work.

Schellmann takes readers on a journalistic detective story, meeting job applicants and employees who have been subjected to these technologies, playing AI-based video games that companies use for hiring, and investigating algorithms that scan our online activity to construct personality profiles-- including if we are prone to self -harm. She convinces whistleblowers to share results of faulty AI -tools, and tests algorithms that analyze job candidates' facial expressions and tools that predict from our voices if we are anxious or depressed. Schellmann finds employees whose every keystrokes were tracked and AI that analyzes group discussions or even predicts when someone may leave a company. Her reporting reveals in detail how much employers already know about us and how little we know about the technologies that are used on us.

The Algorithm tells an even bigger story with Schellmann discovering faulty algorithms and systemic discrimination of women and people of color, which may have already harmed thousands of job seekers and employees. It advocates to go beyond these tools to more thoughtfully consider how we hire, promote, and treat human beings--with or without AI. As Schellmann emphasizes, we need to decide how we build algorithmic tools in any industry and what protections we need to put in place in an AI-driven world.

Hilke Schellmann is an Emmy-award winning investigative reporter and journalism professor at NYU. Her work covering artificial intelligence has been published in The New York Times, The Guardian, the MIT Technology Review, and The Wall Street Journal, where she led a team investigating how AI is changing our lives. She has also reported for NPR's Planet Money podcast on fake online reviews and her investigation for VICE on HBO was a finalist for a Peabody Award. Her PBS Frontline documentary Outlawed in Pakistan premiered at the Sundance Film Festival and was honored with an Emmy award.

商品描述(中文翻譯)

AI 正在邊緣主導我們的生活,威脅著我們的隱私和人類的未來——如果我們現在不採取行動。 在《The Algorithm》中,艾美獎得主、《華爾街日報》和《衛報》撰稿人希爾克·謝爾曼(Hilke Schellmann)揭露了當前最迫切的公民權利問題之一:AI 如何在不知不覺中、且大多不被注意地接管了工作世界。

謝爾曼帶領讀者進入一個新聞調查故事,會見了受到這些技術影響的求職者和員工,玩著公司用於招聘的基於 AI 的視頻遊戲,並調查掃描我們在線活動以構建個性檔案的算法——包括我們是否容易自我傷害。她說服內部人士分享有缺陷的 AI 工具的結果,並測試分析求職者面部表情的算法以及預測我們的聲音是否顯示焦慮或抑鬱的工具。謝爾曼發現了每一次按鍵都被追蹤的員工,以及分析小組討論甚至預測某人可能離開公司的 AI。她的報導詳細揭示了雇主對我們已經知道多少,以及我們對用於我們身上的技術了解多少。

《The Algorithm》講述了一個更大的故事,謝爾曼發現了有缺陷的算法和對女性及有色人種的系統性歧視,這可能已經對成千上萬的求職者和員工造成了傷害。它主張超越這些工具,更深思熟慮地考慮我們如何招聘、晉升和對待人類——無論是否使用 AI。正如謝爾曼所強調的,我們需要決定如何在任何行業中構建算法工具,以及在 AI 驅動的世界中需要設置哪些保護措施。

希爾克·謝爾曼是一位艾美獎得主的調查記者,也是紐約大學的新聞學教授。她有關人工智慧的報導曾發表在《紐約時報》、《衛報》、《麻省理工科技評論》和《華爾街日報》,並在那裡領導了一個調查團隊,研究 AI 如何改變我們的生活。她還為 NPR 的 Planet Money 播客報導了虛假在線評論,她在 HBO 的 VICE 調查也曾入圍皮博迪獎。她的 PBS Frontline 紀錄片《在巴基斯坦被禁》在聖丹斯電影節首映,並獲得了艾美獎。

作者簡介

Hilke Schellmann is an Emmy award winning investigative reporter and journalism professor at NYU. Her work covering artificial intelligence has been published in The New York Times, The Guardian, the MIT Technology Review, and The Wall Street Journal, where she led a team investigating how AI is changing our lives. She has also reported for NPR's Planet Money podcast on fake online reviews and her investigation for VICE on HBO was a finalist for a Peabody Award. Her PBS Frontline documentary Outlawed in Pakistan premiered at the Sundance Film Festival and was honored with an Emmy award.

作者簡介(中文翻譯)

Hilke Schellmann 是一位艾美獎得主、調查記者及紐約大學的新聞學教授。她有關人工智慧的報導曾發表於《紐約時報》、《衛報》、《麻省理工科技評論》和《華爾街日報》,並在其中帶領團隊調查人工智慧如何改變我們的生活。她也曾為NPR的Planet Money播客報導有關假網路評論的內容,並且她在HBO為《VICE》進行的調查獲得了皮博迪獎的決賽入圍資格。她的PBS Frontline紀錄片《在巴基斯坦被禁》在聖丹斯電影節首映,並榮獲艾美獎。