What Do Gendered Machines Mean? Gender Representation and the Dynamics of Representational Claim-Forming in Intelligent Machines

Technology has a representation problem. While, in recent years, much more attention has been given to how developing technologies exacerbate social injustices and the marginalization of historically oppressed groups, discussions surrounding the representation of marginalized voices are still in a somewhat nascent state. In pursuing a future where underrepresented groups are no longer underrepresented (or misrepresented) in technological developments, I use this thesis project to draw attention to how gendered technologies are said to represent women as a class. To frame the sort of representation problem I have in mind here, I explore the dynamics of representing others as being a certain way, how individuals can be justified in their practice of representing others as being a certain way, and how such representations might produce harm. I draw special attention to particularly controversial technologies such as Sophia the Robot and sexbots in order to address issues of accountability and dehumanization. I end with some, perhaps, encouraging notes about how the sort of responsible design practices outlined in my project might open the door for some compelling liberatory developments.