The Injustice of Fairness: Algorithmic Reparation and the Case for Redress
Language: English
Published by University of California Press, 2026
- Softcover
- Used
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- Title
- The Injustice of Fairness: Algorithmic Reparation and the Case for Redress
- Author
- Davis, Jenny L.,Williams, Apryl A.
- Publisher
- University of California Press
- Publication year
- 2026
- Condition
- Fine
- Binding
- paperback
- Language
- English
- ISBN 10
- 0520418298
- ISBN 13
- 9780520418295
The Injustice of Fairness shifts the foundation of algorithmic ethics, displacing “fairness” with repair and redress. A substantial and growing field, algorithmic ethics aims to mitigate harms and realize social good. The fairness paradigm dominates this field across AI, machine learning, and other data-driven domains. So far, efforts toward fairness have been unsuccessful, with algorithmic harms that propagate and persist. Jenny L. Davis and Apryl A. Williams explain why algorithmic fairness perpetually fails and present “algorithmic reparation” in its place.
The stakes are high because algorithms are everywhere―from law to love, healthcare to housing, education to media, and beyond. More than lines of code or mathematical operations, algorithms carry history, configure the present, and are actively shaping the future. Set against a backdrop of societal instability and technological transformation, The Injustice of Fairness offers a careful critique, original framework, and blueprint for social change with algorithms as entry points and levers.
"Synopsis" may belong to another edition of this title.
About the Author
Apryl A. Williams is Associate Professor of Digital Studies and Communication at the University of Michigan and Faculty Associate at Harvard University's Berkman Klein Center for Internet & Society. Her previous book, Not My Type, offers a powerful critique of how technology replicates and amplifies real-world social inequities in digital culture.
"About the title" may belong to another edition of this title.
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