{"product_id":"the-injustice-of-fairness-jenny-l-davis-9780520418295","title":"The Injustice of Fairness: Algorithmic Reparation and the Case for Redress","description":"\u003ci\u003eThe \u003c\/i\u003e\u003ci\u003eInjustice of Fairness \u003c\/i\u003eshifts 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. \u003cp\u003e\u003c\/p\u003e 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, \u003ci\u003eThe Injustice of Fairness \u003c\/i\u003eoffers a careful critique, original framework, and blueprint for social change with algorithms as entry points and levers.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jenny L. Davis,Apryl A. Williams\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0520418298\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780520418295\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e University of California Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/02\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 170\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Jenny L. Davis","offers":[{"title":"Paperback","offer_id":47965505224959,"sku":"9780520418295","price":29.95,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_588b8d4a-340a-4097-8f81-10ecc9677cb3.jpg?v=1767281021","url":"https:\/\/www.whiterainbookhouse.com\/products\/the-injustice-of-fairness-jenny-l-davis-9780520418295","provider":"WR Book House","version":"1.0","type":"link"}