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Prediction machines : the simple economics of artificial intelligence  Cover Image Book Book

Prediction machines : the simple economics of artificial intelligence / Ajay Agrawal, Joshua Gans, and Avi Goldfarb.

Agrawal, Ajay, (author.). Gans, Joshua, 1968- (author.). Goldfarb, Avi, (author.).

Summary:

The idea of artificial intelligence--job-killing robots, self-driving cars, and self-managing organizations--captures the imagination, evoking a combination of wonder and dread for those of us who will have to deal with the consequences. But what if it's not quite so complicated? The real job of artificial intelligence, argue these three eminent economists, is to lower the cost of prediction. And once you start talking about costs, you can use some well-established economics to cut through the hype. The constant challenge for all managers is to make decisions under uncertainty. And AI contributes by making knowing what's coming in the future cheaper and more certain. But decision making has another component: judgment, which is firmly in the realm of humans, not machines. Making prediction cheaper means that we can make more predictions more accurately and assess them with our better (human) judgment. Once managers can separate tasks into components of prediction and judgment, we can begin to understand how to optimize the interface between humans and machines. More than just an account of AI's powerful capabilities, Prediction Machines shows managers how they can most effectively leverage AI, disrupting business as usual only where required, and provides businesses with a toolkit to navigate the coming wave of challenges and opportunities.-- Provided by publisher

Record details

  • ISBN: 9781633695672
  • Physical Description: x, 250 pages ; 25 cm
  • Publisher: Boston, Massachusetts : Harvard Business Review Press, [2018]

Content descriptions

Formatted Contents Note:
Cheap changes everything -- The magic of prediction -- Why it's called intelligence -- Data is the new oil -- The new division of labor -- Unpacking decisions -- The value of judgment -- Taming complexity -- What machines can learn -- Fully automated decision-making -- Deconstructing workflows -- Decomposing decisions -- Job redesign -- AI in the C-suite -- When AI transforms your business -- Managing AI risk -- Beyond business.
Subject: Artificial intelligence > Economic aspects.
Decision making > Statistical methods.
Forecasting > Statistical methods.

Available copies

  • 1 of 1 copy available at Legislative Library.

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  • 0 current holds with 1 total copy.
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Location Call Number / Copy Notes Barcode Shelving Location Holdable? Status Due Date
Legislative Library, Vaughan Street TA 347 .A78 Agr (Text) 36970100190794 General Collection Volume hold Available -

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