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portada The Injustice of Fairness. Algorithmic Reparation and the Case for Redress
Type
Physical Book
Year
2026
Pages
172
Format
Paperback
Dimensions
21.60 x 14.00 cm
ISBN13
9780520418295

The Injustice of Fairness. Algorithmic Reparation and the Case for Redress

Apryl A. Williams;Jenny L. Davis (Author) · University of California Press · Paperback

The Injustice of Fairness. Algorithmic Reparation and the Case for Redress - Apryl A. Williams;Jenny L. Davis

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Synopsis "The Injustice of Fairness. Algorithmic Reparation and the Case for Redress"

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. Davis and 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.

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