Identifying Potential Inlets of Man in the Artificial Intelligence Development Process: Man and Antiblackness in AI Development

Deja Workman, Christopher L. Dancy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper we hope to identify how the typical or standard artificial intelligence development process encourages or facilitates the creation of racialized technologies. We begin by understanding Sylvia Wynter's definition of the biocentric Man genre and its exclusion of Blackness from humanness. We follow this with outlining what we consider to be the typical steps for developing an AI-based technology, which we've broken down into 6 stages: identifying a problem, development process and management tool selection, dataset development and data processing, model development, deployment and risk assessment, and integration and monitoring. The goal of this paper is to better understand how Wynter's biocentric Man is being represented and reinforced by the technologies we are producing in the AI lifecycle and by the lifecycle itself; we hope to identify ways in which the distinction of Blackness from the 'ideal' human leads to perpetual punishment at the hands of these technologies. By deconstructing this development process, we can potentially identify ways in which humans in general have not been prioritized and how those affects are disproportionately affecting marginalized people. We hope to offer solutions that will encourage changes in the AI development cycle.

Original languageEnglish (US)
Title of host publicationCSCW 2023 Companion - Conference Companion Publication of the 2023 Computer Supported Cooperative Work and Social Computing
EditorsMorgan Ames, Susan Fussell, Eric Gilbert, Vera Liao, Xiaojuan Ma, Xinru Page, Mark Rouncefield, Vivek Singh, Pamela Wisniewski
PublisherAssociation for Computing Machinery
Pages348-353
Number of pages6
ISBN (Electronic)9798400701290
DOIs
StatePublished - Oct 14 2023
Event26th ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW 2023 - Minneapolis, United States
Duration: Oct 14 2023Oct 18 2023

Publication series

NameProceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW

Conference

Conference26th ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW 2023
Country/TerritoryUnited States
CityMinneapolis
Period10/14/2310/18/23

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Networks and Communications
  • Human-Computer Interaction

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