"Broussard argues that the structural inequalities reproduced in algorithmic systems are no glitch. They are part of the system design. This book shows how everyday technologies embody racist, sexist, and ableist ideas; how they produce discriminatory and harmful outcomes; and how this can be challenged and changed."--
"Broussard argues that the structural inequalities reproduced in algorithmic systems are no glitch. They are part of the system design. This book shows how everyday technologies embody racist, sexist, and ableist ideas; how they produce discriminatory and harmful outcomes; and how this can be challenged and changed."--
Meredith Broussard is Associate Professor at the Arthur L. Carter Journalism Institute of New York University and Research Director at the NYU Alliance for Public Interest Technology. She is the author of Artificial Unintelligence: How Computers Misunderstand the World (MIT Press). Her work has been featured in the New Yorker, the New York Times, the Atlantic, BBC, Wired, the Economist, and more. She appears in the 2020 documentary Coded Bias and serves on the advisory board for the Center for Critical Race & Digital Studies. More information at @merbroussard or meredithbroussard.com.
Inhaltsangabe
1 Introduction 1 2 Understanding Machine Bias 11 3 Recognizing Bias in Facial Recognition 29 4 Machine Fairness and the Justice System 45 5 Real Students, Imaginary Grades 65 6 Ability and Technology 79 7 Gender Rights and Databases 103 8 Diagnosing Racism 117 9 An AI Told Me I Had Cancer 135 10 Creating Public Interest Technology 157 11 Potential Reboot 173 Acknowledgments 189 Notes 193 Bibliography 205 Index 223
1 Introduction 1 2 Understanding Machine Bias 11 3 Recognizing Bias in Facial Recognition 29 4 Machine Fairness and the Justice System 45 5 Real Students, Imaginary Grades 65 6 Ability and Technology 79 7 Gender Rights and Databases 103 8 Diagnosing Racism 117 9 An AI Told Me I Had Cancer 135 10 Creating Public Interest Technology 157 11 Potential Reboot 173 Acknowledgments 189 Notes 193 Bibliography 205 Index 223
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