This dissertation outlines the theoretical and archival research which informs my trilogy of video installations, Technology of Care (2016), Labor of Sleep (2017), and Cleaning Emotional Data (2020).
By presenting images I collected while working as a “data cleaner” for various AI systems during the production of Cleaning Emotional Data, I address the ways in which machines are disciplined and trained to see. Tracing, bounding-boxing, and labeling are key operations used to teach machines to separate Data from data, signal from noise, and orderly things from disorderly ones. They are also, I argue, the onto-epistemological operations of modern imperial and colonial conquest. To address AI’s normative impulse to divide and classify, create hierarchies, and produce difference, we need to understand machine vision not only as a “new” tool of extractive capitalism but also, more importantly, as one of the many tools of a recursive normative and hegemonic ordering of the world. Ultimately, this dissertation is an invitation to reflect on modes of seeing and desiring otherwise, which remain radically queer, irreducible, and incomputable.
This is a mixed-media dissertation; in addition to the text which articulates the core thesis, it includes supporting material in the form of creative media. The chapters of the dissertation are intended to be read as theoretical reflections in dialogue with these artworks. By resisting establishing a hierarchical relationship between the writing and the artworks, I underscore how the labor of art making has influenced the writing and vice versa. The mixed-media supporting material includes the single-channel video versions of the video installations Technology of Care, Labor of Sleep, and Cleaning Emotional Data.
Supplemental files:Elisa Giardina Papa, Technologies of Care, 2016. [Screening Version].
File name: EGP_TOC_Dissertation_HD.mp4.
Video HD.
Elisa Giardina Papa, Labor of Sleep, Have you been able to change your habits?? 2017. [Screening Version].
File name: EGP_LOS_Dissertation_HD.mp4.
Video HD.
Elisa Giardina Papa, Cleaning Emotional Data, 2020. [Screening Version].
File name: EGP_CED_M1_2_3_Dissertation_HD.mp4.
Video HD.