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E-raamat: How Humans Judge Machines

  • Formaat: EPUB+DRM
  • Ilmumisaeg: 02-Feb-2021
  • Kirjastus: MIT Press
  • Keel: eng
  • ISBN-13: 9780262362528
  • Formaat - EPUB+DRM
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  • See e-raamat on mõeldud ainult isiklikuks kasutamiseks. E-raamatuid ei saa tagastada.
  • Formaat: EPUB+DRM
  • Ilmumisaeg: 02-Feb-2021
  • Kirjastus: MIT Press
  • Keel: eng
  • ISBN-13: 9780262362528

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"80 experimental scenarios help us understand how humans judge AIs as opposed to other humans in the same situation"--

How people judge humans and machines differently, in scenarios involving natural disasters, labor displacement, policing, privacy, algorithmic bias, and more.

How would you feel about losing your job to a machine? How about a tsunami alert system that fails? Would you react differently to acts of discrimination depending on whether they were carried out by a machine or by a human? What about public surveillance?

How Humans Judge Machines compares people's reactions to actions performed by humans and machines. Using data collected in dozens of experiments, this book reveals the biases that permeate human-machine interactions.

Are there conditions in which we judge machines unfairly? Is our judgment of machines affected by the moral dimensions of a scenario? Is our judgment of machine correlated with demographic factors such as education or gender?

César Hidalgo and colleagues use hard science to take on these pressing technological questions. Using randomized experiments, they create revealing counterfactuals and build statistical models to explain how people judge artificial intelligence and whether they do it fairly. Through original research, How Humans Judge Machines bring us one step closer tounderstanding the ethical consequences of AI.
Executive Summary: How Humans Dudge Machines ix
Introduction: Judging Machines 1(12)
Chapter 1 The Ethics of Artificial Minds
13(20)
Chapter 2 Unpacking the Ethics of AI
33(30)
Chapter 3 Judged by Machines
63(24)
Chapter 4 In the Eye of the Machine
87(18)
Chapter 5 Working Machines
105(18)
Chapter 6 Moral Functions
123(26)
Chapter 7 Liable Machines
149(16)
Appendix 165(39)
Notes 204(30)
Index 234