A human's guide to machine intelligence : how algorithms are shaping our lives and how we can stay in control / Kartik Hosanagar.

Format:

Book

Author/Creator:

Hosanagar, Kartik, author.

Language:

English

Subjects (All):

Artificial intelligence--Popular works.

Algorithms--Popular works.

Expert systems (Computer science)--Popular works.

Artificial intelligence--Social aspects--Popular works.

Algorithms.

Artificial intelligence.

Artificial intelligence--Social aspects.

Expert systems (Computer science).

Cloth or Hardcover.

Business / Economics / Finance.

Industries--Computers & Information Technology.

Programming--Algorithms.

Consumer Behavior--General.

Local Subjects:

Cloth or Hardcover.

Business / Economics / Finance.

Industries--Computers & Information Technology.

Programming--Algorithms.

Consumer Behavior--General.

Genre:

Popular works.

Physical Description:

262 pages : illustrations ; 24 cm

Place of Publication:

[New York, New York] : Viking, [2019]

Summary:

Through the technology embedded in almost every major tech platform and every web-enabled device, algorithms and the artificial intelligence that underlies them make a staggering number of everyday decisions for us, from what products we buy, to where we decide to eat, to how we consume our news, to whom we date, and how we find a job. We've even delegated life-and-death decisions to algorithms--decisions once made by doctors, pilots, and judges. In his new book, Kartik Hosanagar surveys the brave new world of algorithmic decision-making and reveals the potentially dangerous biases they can give rise to as they increasingly run our lives. He makes the compelling case that we need to arm ourselves with a better, deeper, more nuanced understanding of the phenomenon of algorithmic thinking. And he gives us a route in, pointing out that algorithms often think a lot like their creators--that is, like you and me.

Contents:

Part 1 The Rogue Code

1 Free Will in an Algorithmic World p. 21

2 The Law of Unanticipated Consequences p. 39

Part 2 Algorithmic Thinking

3 Omelet Recipes for Computers: How Algorithms Are Programmed p. 59

4 Algorithms Become Intelligent: A Brief History of Al p. 83

5 Machine Learning and the Predictability-Resilience Paradox p. 101

6 The Psychology of Algorithms p. 125

Part 3 Taming The Code

7 In Algorithms We Trust p. 145

8 Which Is to Be Master-Algorithm or User? p. 165

9 Inside the Black Box p. 181

10 An Algorithmic Bill of Rights p. 205.

Notes:

Includes bibliographical references (pages [239]-251) and index.

Other Format:

Online version: Hosanagar, Kartik, author. Human's guide to machine intelligence

ISBN:

9780525560883

0525560882

OCLC:

1041767531

Publisher Number:

99980359656