Artificial Unintelligence: How Computers Misunderstand the World

Artificial Unintelligence: How Computers Misunderstand the World

by Meredith Broussard


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A guide to understanding the inner workings and outer limits of technology and why we should never assume that computers always get it right.

In Artificial Unintelligence, Meredith Broussard argues that our collective enthusiasm for applying computer technology to every aspect of life has resulted in a tremendous amount of poorly designed systems. We are so eager to do everything digitally—hiring, driving, paying bills, even choosing romantic partners—that we have stopped demanding that our technology actually work. Broussard, a software developer and journalist, reminds us that there are fundamental limits to what we can (and should) do with technology. With this book, she offers a guide to understanding the inner workings and outer limits of technology—and issues a warning that we should never assume that computers always get things right.

Making a case against technochauvinism—the belief that technology is always the solution—Broussard argues that it's just not true that social problems would inevitably retreat before a digitally enabled Utopia. To prove her point, she undertakes a series of adventures in computer programming. She goes for an alarming ride in a driverless car, concluding “the cyborg future is not coming any time soon”; uses artificial intelligence to investigate why students can't pass standardized tests; deploys machine learning to predict which passengers survived the Titanic disaster; and attempts to repair the U.S. campaign finance system by building AI software. If we understand the limits of what we can do with technology, Broussard tells us, we can make better choices about what we should do with it to make the world better for everyone.

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Product Details

ISBN-13: 9780262537018
Publisher: MIT Press
Publication date: 01/29/2019
Series: The MIT Press
Edition description: Reprint
Pages: 246
Sales rank: 207,042
Product dimensions: 6.00(w) x 8.90(h) x 0.80(d)
Age Range: 18 Years

About the Author

Meredith Broussard is an Assistant Professor in the Arthur L. Carter Journalism Institute at New York University. A former features editor at the Philadelphia Inquirer and software developer at AT&T Bell Labs and the MIT Media Lab, she has written articles and essays for the Atlantic, Harper's, Slate, the Washington Post, and other publications.

Table of Contents

I How Computers Work 1

1 Hello, Reader 3

2 Hello, World 13

3 Hello, Al 31

4 Hello, Data Journalism 41

II When Computers Don't Work 49

5 Why Poor Schools Can't Win at Standardized Tests 51

6 People Problems 67

7 Machine Learning: The DL on ML 87

8 This Car Won't Drive Itself 121

9 Popular Doesn't Mean Good 149

III Working Together 161

10 On the Startup Bus 163

11 Third-wave Al 175

12 Aging Computers 193

Acknowledgments 201

Notes 203

Bibliography 211

Index 227

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