{"title":"Apryl A. Williams","description":"\u003cp\u003eApryl A. Williams offers insightful explorations into the ethical and societal challenges within the realm of computing and technology. Her works, such as \u003cem\u003eThe Injustice of Fairness\u003c\/em\u003e, delve into the complexities of fairness, bias, and justice as they intersect with technological advancement.\u003c\/p\u003e\n\n\u003cp\u003eReaders can expect thoughtful analysis and critical perspectives that illuminate how technology shapes and sometimes disrupts notions of equity. Williams' writing invites reflection on the broader implications of our digital world.\u003c\/p\u003e","products":[{"product_id":"the-injustice-of-fairness-by-jenny-l-davis-9780520418271","title":"The Injustice of Fairness","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cem\u003eThe Injustice of Fairness\u003c\/em\u003e shifts the foundation of algorithmic ethics, displacing \"fairness\" with repair and redress. A substantial and growing field, algorithmic ethics aims to mitigate harms and realise social good. The fairness paradigm dominates this field across AI, machine learning, and other data-driven domains. So far, efforts towards 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.\u003c\/p\u003e\n\n\u003cp\u003eThe 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, \u003cem\u003eThe Injustice of Fairness\u003c\/em\u003e offers a careful critique, original framework, and blueprint for social change with algorithms as entry points and levers.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Unknown","offers":[{"title":"Default Title","offer_id":47934318412012,"sku":"9780520418271","price":313.0,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/9780520418271-the-injustice-of-fairness.jpg?v=1783912135"}],"url":"https:\/\/bookhero.live\/collections\/apryl-a-williams.oembed","provider":"Book Hero","version":"1.0","type":"link"}