Black Feminist Musings on Algorithmic Oppression

TL;DR

This paper explores how Black feminism can inform the fight against algorithmic oppression by critiquing current practices and advocating for inclusive, community-centered approaches to technology development.

Contribution

It integrates Black feminist theory with critiques of algorithmic bias, proposing new frameworks for abolishing oppressive technological systems and practices.

Findings

Highlights the role of invisibility and hypervisibility in oppressive tech

Critiques fairness and accountability frameworks in algorithmic justice

Proposes community engagement and marginalized voices in design processes

Abstract

This paper unapologetically reflects on the critical role that Black feminism can and should play in abolishing algorithmic oppression. Positioning algorithmic oppression in the broader field of feminist science and technology studies, I draw upon feminist philosophical critiques of science and technology and discuss histories and continuities of scientific oppression against historically marginalized people. Moreover, I examine the concepts of invisibility and hypervisibility in oppressive technologies a l\'a the canonical double bind. Furthermore, I discuss what it means to call for diversity as a solution to algorithmic violence, and I critique dialectics of the fairness, accountability, and transparency community. I end by inviting you to envision and imagine the struggle to abolish algorithmic oppression by abolishing oppressive systems and shifting algorithmic development practices, including engaging our communities in scientific processes, centering marginalized communities in design, and consensual data and algorithmic practices.