Unwritten Magic: Participatory Design of AI Dialogue to Empower Marginalized Voices

Amanda Buddemeyer, Jennifer Nwogu, Jaemarie Solyst, Erin Walker, Tara Nkrumah, Amy Ogan, Leshell Hatley, Angela Stewart

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

2 Scopus citations

Abstract

Language is an act of identity, but AI has no identity other than that which its creators assign it. Technology creators who do not fully consider how identity information is encoded in AI dialogue risk creating representational harms that negatively impact users' interactions with the technology, particularly young users from groups marginalized in STEM education. One solution is to engage young users in Participatory Design of dialogue, pushing power away from the researcher and toward the young users. This positions users as technology creators who understand AI language as a technosocial phenomenon and who have their own perspective about how identity is best portrayed in AI language. In this work in progress paper, we provide initial impressions from a Youth Advisory Group (YAG) with 12 middle-school-aged learners of color who are all female or non-binary.

Original languageEnglish (US)
Title of host publicationGoodIT 2022 - Proceedings of the 2022 ACM Conference on Information Technology for Social Good
PublisherAssociation for Computing Machinery
Pages366-372
Number of pages7
ISBN (Electronic)9781450392846
DOIs
StatePublished - Sep 7 2022
Externally publishedYes
Event2nd ACM Conference on Information Technology for Social Good, GoodIT 2022 - Limassol, Cyprus
Duration: Sep 7 2022Sep 9 2022

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2nd ACM Conference on Information Technology for Social Good, GoodIT 2022
Country/TerritoryCyprus
CityLimassol
Period9/7/229/9/22

Keywords

  • AI
  • diversity and inclusion
  • equity
  • gender
  • language understanding
  • race
  • representational harms

ASJC Scopus subject areas

  • Human-Computer Interaction
  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Software

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