Black Feminist Musings on Algorithmic Oppression Lelia Marie Hampton EECS and CSAIL MIT Cambridge, MA, USA
[email protected] ABSTRACT This paper unapologetically reflects on the critical role that Black 1 Introduction feminism can and should play in abolishing algorithmic The following is a roadmap. This paper uses a theory of oppression. Positioning algorithmic oppression in the broader oppression to ground and extend algorithmic oppression. field of feminist science and technology studies, I draw upon Algorithmic oppression is then situated through a Black feminist feminist philosophical critiques of science and technology and lens part of which entails highlighting the double bind of discuss histories and continuities of scientific oppression against technology. To reconcile algorithmic oppression with respect to historically marginalized people. Moreover, I examine the the fairness, accountability, and transparency community, I concepts of invisibility and hypervisibility in oppressive critique the language of the community. Lastly, I place technologies a lá the canonical double bind. Furthermore, I algorithmic oppression in a broader conversation of feminist discuss what it means to call for diversity as a solution to science, technology, and society studies to ground the discussion algorithmic violence, and I critique dialectics of the fairness, of ways forward through abolition and empowering marginalized accountability, and transparency community. I end by inviting you communities. to envision and imagine the struggle to abolish algorithmic oppression by abolishing oppressive systems and shifting algorithmic development practices, including engaging our 2 A Theory of Algorithmic Oppression communities in scientific processes, centering marginalized First, we explore the theory of oppression from a Black feminist communities in design, and consensual data and algorithmic perspective and then we relate this back to what Dr.