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How Humans Judge Machines

Af: Cesar A. Hidalgo, Diana Orghiain Engelsk Hardback

How Humans Judge Machines

Af: Cesar A. Hidalgo, Diana Orghiain Engelsk Hardback
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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.
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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.
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Produktdetaljer
Sprog: Engelsk
Sider: 224
ISBN-13: 9780262045520
Indbinding: Hardback
Udgave:
ISBN-10: 0262045524
Kategori: Informationsteknologi: generelt
Udg. Dato: 2 feb 2021
Længde: 27mm
Bredde: 183mm
Højde: 236mm
Forlag: MIT Press Ltd
Oplagsdato: 2 feb 2021
Forfatter(e): Cesar A. Hidalgo, Diana Orghiain
Forfatter(e) Cesar A. Hidalgo, Diana Orghiain

Kategori Informationsteknologi: generelt

ISBN-13 9780262045520

Sprog Engelsk

Indbinding Hardback

Sider 224

Udgave

Længde 27mm

Bredde 183mm

Højde 236mm

Udg. Dato 2 feb 2021

Oplagsdato 2 feb 2021

Forlag MIT Press Ltd