Algorithms of Oppression

Algorithms of Oppression is a critical examination of how algorithms—often presented as neutral, objective tools—actually encode and perpetuate historical patterns of discrimination. Safiya Noble argues that the design, deployment, and governance of algorithms reflect the biases of their creators and the societies that produce them, with particular focus on how Black women and other marginalized groups are harmed by algorithmic systems in search, hiring, criminal justice, and social media.

The book combines theoretical frameworks from critical race theory, media studies, and technology studies with concrete case studies. Noble traces how Google's search algorithm produces racist and sexist results, how predictive policing systems target Black communities, and how recommendation algorithms reinforce stereotypes. She contends that these are not bugs but features—the logical outcome of building systems within a society structured by racism and patriarchy.

Published in 2018, the work became foundational to the emerging field of algorithmic justice and influenced policy discussions, academic research, and technology ethics initiatives. It challenged the tech industry's narrative of algorithmic neutrality and established a framework for understanding coded discrimination as a civil rights issue.