Power and Prediction: The Disruptive Economics of Artificial Intelligence
暫譯: 權力與預測:人工智慧的顛覆性經濟學
Agrawal, Ajay, Gans, Joshua, Goldfarb, Avi
- 出版商: Harvard Business Review Press
- 出版日期: 2022-11-15
- 售價: $1,260
- 貴賓價: 9.5 折 $1,197
- 語言: 英文
- 頁數: 288
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1647824192
- ISBN-13: 9781647824198
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相關分類:
人工智慧、經濟學 Economy
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相關主題
商品描述
Disruption resulting from the proliferation of AI is coming. The authors of the bestselling Prediction Machines can help you prepare.
Artificial intelligence (AI) has impacted many industries around the world--banking and finance, pharmaceuticals, automotive, medical technology, manufacturing, and retail. But it has only just begun its odyssey toward cheaper, better, and faster predictions that drive strategic business decisions. When prediction is taken to the max, industries transform, and with such transformation comes disruption.
What is at the root of this? In their bestselling first book, Prediction Machines, eminent economists Ajay Agrawal, Joshua Gans, and Avi Goldfarb explained the simple yet game-changing economics of AI. Now, in Power and Prediction, they go deeper, examining the most basic unit of analysis: the decision. The authors explain that the two key decision-making ingredients are prediction and judgment, and we perform both together in our minds, often without realizing it. The rise of AI is shifting prediction from humans to machines, relieving people from this cognitive load while increasing the speed and accuracy of decisions.
This sets the stage for a flourishing of new decisions and has profound implications for system-level innovation. Redesigning systems of interdependent decisions takes time--many industries are in the quiet before the storm--but when these new systems emerge, they can be disruptive on a global scale. Decision-making confers power. In industry, power confers profits; in society, power confers control. This process will have winners and losers, and the authors show how businesses can leverage opportunities, as well as protect their positions.
Filled with illuminating insights, rich examples, and practical advice, Power and Prediction is the must-read guide for any business leader or policymaker on how to make the coming AI disruptions work for you rather than against you.
商品描述(中文翻譯)
由於人工智慧的普及所帶來的顛覆即將來臨。暢銷書《預測機器》的作者可以幫助您做好準備。
人工智慧(AI)已經影響了全球許多行業——銀行與金融、製藥、汽車、醫療技術、製造業和零售業。但它才剛開始朝著更便宜、更好和更快的預測邁進,這些預測驅動著戰略商業決策。當預測達到極限時,行業將會轉型,而隨著這種轉型,顛覆也隨之而來。
這背後的根本原因是什麼?在他們的暢銷書《預測機器》中,著名經濟學家Ajay Agrawal、Joshua Gans和Avi Goldfarb解釋了人工智慧簡單卻改變遊戲規則的經濟學。現在,在《權力與預測》中,他們深入探討了最基本的分析單元:決策。作者解釋說,兩個關鍵的決策成分是預測和判斷,而我們在心中通常會同時進行這兩者,往往未曾意識到。人工智慧的興起正在將預測從人類轉移到機器,減輕人們的認知負擔,同時提高決策的速度和準確性。
這為新決策的蓬勃發展奠定了基礎,並對系統層級的創新產生深遠的影響。重新設計相互依賴的決策系統需要時間——許多行業正處於風暴來臨前的寧靜之中——但當這些新系統出現時,它們可能會在全球範圍內造成顛覆。決策賦予權力。在行業中,權力帶來利潤;在社會中,權力帶來控制。這一過程將會有贏家和輸家,作者展示了企業如何利用機會,以及如何保護自己的地位。
《權力與預測》充滿了啟發性的見解、豐富的例子和實用的建議,是任何商業領袖或政策制定者必讀的指南,教您如何讓即將到來的人工智慧顛覆為您所用,而不是對您不利。
作者簡介
Ajay Agrawal is Professor of Strategic Management and the Geoffrey Taber Chair in Entrepreneurship and Innovation at the University of Toronto's Rotman School of Management. He is founder of the Creative Destruction Lab and the Metaverse Mind Lab and cofounder of NEXT Canada and Sanctuary.
Joshua Gans is the Jeffrey S. Skoll Chair of Technical Innovation and Entrepreneurship and Professor of Strategic Management at Toronto's Rotman School of Management. He is Chief Economist of the Creative Destruction Lab, department editor (Strategy) at Management Science, and cofounder and managing director of Core Economic Research.
Avi Goldfarb is the Rotman Chair in Artificial Intelligence and Healthcare and Professor of Marketing at Toronto's Rotman School of Management. He is also Chief Data Scientist at the Creative Destruction Lab, a fellow at Behavioral Economics in Action at Rotman, and a faculty affiliate at the Vector Institute for Artificial Intelligence.
作者簡介(中文翻譯)
Ajay Agrawal 是多倫多大學羅特曼管理學院的戰略管理教授及喬治·塔伯創業與創新講座教授。他是創意破壞實驗室(Creative Destruction Lab)和元宇宙思維實驗室(Metaverse Mind Lab)的創始人,也是NEXT Canada和Sanctuary的共同創辦人。
Joshua Gans 是多倫多大學羅特曼管理學院的傑佛瑞·S·斯科爾技術創新與創業講座教授及戰略管理教授。他是創意破壞實驗室的首席經濟學家、《管理科學》(Management Science)期刊的戰略部門編輯,以及核心經濟研究(Core Economic Research)的共同創辦人和執行董事。
Avi Goldfarb 是多倫多大學羅特曼管理學院的人工智慧與醫療講座教授及行銷教授。他同時是創意破壞實驗室的首席數據科學家、羅特曼行為經濟學行動計畫的研究員,以及向量人工智慧研究所(Vector Institute for Artificial Intelligence)的教職員聯盟成員。