Queer In AI: A Case Study in Community-Led Participatory AI

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Queer In AI : A Case Study in Community-Led Participatory AI

Ovalle, Anaelia (författare): Queer AI, Los Angeles, CA 90001 USA.;Univ Calif Los Angeles, Los Angeles, CA 90095 USA.

Subramonian, Arjun (författare): Queer AI, Los Angeles, CA 90001 USA.;Univ Calif Los Angeles, Los Angeles, CA 90095 USA.

Singh, Ashwin (författare): Queer AI, Mumbai, Maharashtra, India.

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Voelcker, Claas (författare): Queer AI, Toronto, ON, Canada.;Univ Toronto, Vector Inst, Toronto, ON, Canada.

Sutherland, Danica J. (författare): Queer AI, Toronto, ON, Canada.;Univ British Columbia, Vancouver, BC, Canada.;Amii, Edmonton, AB, Canada.

Locatelli, Davide (författare): Queer AI, Barcelona, Spain.

Breznik, Eva (författare): Uppsala universitet,Bildanalys och människa-datorinteraktion,Avdelningen Vi3,Queer AI, Sweden

Klubicka, Filip (författare): Queer AI, Dublin, Ireland.;Technol Univ Dublin, ADAPT Ctr, Dublin, Ireland.

Yuan, Hang (författare): Queer AI, Oxford, England.

Hetvi, J. (författare): Queer AI, Oxford, England.

Zhang, Huan (författare): Queer AI, Los Angeles, CA 90001 USA.

Shriram, Jaidev (författare): Queer AI, San Diego, CA USA.;Univ Calif San Diego, San Diego, CA USA.

Lehman, Kruno (författare): Queer AI, Zurich, Switzerland.

Soldaini, Luca (författare): Queer AI, San Diego, CA USA.;Allen Inst AI, Seattle, WA USA.

Sap, Maarten (författare): Queer AI, Zurich, Switzerland.;Allen Inst AI, Seattle, WA USA.;Carnegie Mellon Univ, Language Technol Inst, Pittsburgh, PA USA.

Deisenroth, Marc Peter (författare): Queer AI, London, England.;UCL, London, England.

Pacheco, Maria Leonor (författare): Queer AI, Boulder, CO USA.;Univ Colorado Boulder, Boulder, CO USA.

Ryskina, Maria (författare): Queer AI, Cambridge, MA USA.;MIT, Cambridge, MA USA.

Mundt, Martin (författare): Queer AI, Darmstadt, Germany.;Tech Univ Darmstadt, Darmstadt, Germany.;Hessian AI, Darmstadt, Germany.

Agarwal, Milind (författare): Queer AI, Fairfax, VA USA.;George Mason Univ, Fairfax, VA USA.

McLean, Nyx (författare): Queer AI, Makhanda, South Africa.;Rhodes Univ, Makhanda, South Africa.

Xu, Pan (författare): Queer AI, Durham, NC USA.;Duke Univ, Durham, NC USA.

Pranav, A. (författare): Queer AI, Hong Kong, Peoples R China.

Korpan, Raj (författare): Queer AI, New Rochelle, NY USA.;Iona Univ, New Rochelle, NY USA.

Ray, Ruchira (författare): Queer AI, Los Angeles, CA 90001 USA.

Mathew, Sarah (författare): Queer AI, Atlanta, GA USA.;Georgia Inst Technol, Atlanta, GA USA.

Arora, Sarthak (författare): Queer AI, Mumbai, Maharashtra, India.

John, S. T. (författare): Queer AI, Espoo, Finland.;Aalto Univ, Espoo, Finland.

Anand, Tanvi (författare): Queer AI, Los Angeles, CA 90001 USA.

Agrawal, Vishakha (författare): Queer AI, Mumbai, Maharashtra, India.

Agnew, William (författare): Queer AI, Seattle, WA USA.;Univ Washington, Seattle, WA USA.

Long, Yanan (författare): Queer AI, Chicago, IL USA.;Univ Chicago, Chicago, IL USA.

Wang, Zijie J. (författare): Queer AI, Atlanta, GA USA.;Georgia Tech, Atlanta, GA USA.

Talat, Zeerak (författare): Queer AI, Toronto, ON, Canada.

Ghosh, Avijit (författare): Queer AI, Boston, MA USA.;Northeastern Univ, Boston, MA USA.

Dennler, Nathaniel (författare): Queer AI, Los Angeles, CA 90001 USA.

Noseworthy, Michael (författare): Queer AI, Cambridge, MA USA.;MIT, Cambridge, MA USA.

Jha, Sharvani (författare): Queer AI, Los Angeles, CA 90001 USA.

Baylor, Emi (författare): Queer AI, Toronto, ON, Canada.

Joshi, Aditya (författare): Queer AI, North Sydney, NSW, Australia.;SEEK, North Sydney, NSW, Australia.

Bilenko, Natalia Y. (författare): Queer AI, Los Angeles, CA 90001 USA.

McNamara, Andrew (författare): Univ British Columbia, Vancouver, BC, Canada.;Microsoft, Vancouver, BC, Canada.

Gontijo-Lopes, Raphael (författare): Queer AI, Los Angeles, CA 90001 USA.

Markham, Alex (författare): Queer AI, Stockholm, Sweden.

Dong, Evyn (författare): Queer AI, Los Angeles, CA 90001 USA.

Kay, Jackie (författare): Queer AI, Oxford, England.

Saraswat, Manu (författare): Queer AI, Toronto, ON, Canada.

Vytla, Nikhil (författare): Queer AI, Los Angeles, CA 90001 USA.

Stark, Luke (författare): Queer AI, London, ON, Canada.;Western Univ Canada, London, ON, Canada.

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Queer AI, Los Angeles, CA 90001 USA;Univ Calif Los Angeles, Los Angeles, CA 90095 USA. Queer AI, Mumbai, Maharashtra, India. (creator_code:org_t)

Association for Computing Machinery (ACM), 2023
2023
Engelska.
Ingår i: FAccT '23. - : Association for Computing Machinery (ACM). - 9798400701924 ; , s. 1882-1895

Relaterad länk:: https://urn.kb.se/re...; visa fler...; https://doi.org/10.1...; visa färre...

Konferensbidrag (refereegranskat)

Abstract Ämnesord

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Queerness and queer people face an uncertain future in the face of ever more widely deployed and invasive artificial intelligence (AI). These technologies have caused numerous harms to queer people, including privacy violations, censoring and downranking queer content, exposing queer people and spaces to harassment by making them hypervisible, deadnaming and outing queer people. More broadly, they have violated core tenets of queerness by classifying and controlling queer identities. In response to this, the queer community in AI has organized Queer in AI, a global, decentralized, volunteer-run grassroots organization that employs intersectional and community-led participatory design to build an inclusive and equitable AI future. In this paper, we present Queer in AI as a case study for community-led participatory design in AI. We examine how participatory design and intersectional tenets started and shaped this community's programs over the years. We discuss different challenges that emerged in the process, look at ways this organization has fallen short of operationalizing participatory and intersectional principles, and then assess the organization's impact. Queer in AI provides important lessons and insights for practitioners and theorists of participatory methods broadly through its rejection of hierarchy in favor of decentralization, success at building aid and programs by and for the queer community, and effort to change actors and institutions outside of the queer community. Finally, we theorize how communities like Queer in AI contribute to the participatory design in AI more broadly by fostering cultures of participation in AI, welcoming and empowering marginalized participants, critiquing poor or exploitative participatory practices, and bringing participation to institutions outside of individual research projects. Queer in AI's work serves as a case study of grassroots activism and participatory methods within AI, demonstrating the potential of community-led participatory methods and intersectional praxis, while also providing challenges, case studies, and nuanced insights to researchers developing and using participatory methods.

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Av författaren/redakt...: Ovalle, Anaelia; Subramonian, Arj ...; Singh, Ashwin; Voelcker, Claas; Sutherland, Dani ...; Locatelli, David ...; visa fler...; Breznik, Eva; Klubicka, Filip; Yuan, Hang; Hetvi, J.; Zhang, Huan; Shriram, Jaidev; Lehman, Kruno; Soldaini, Luca; Sap, Maarten; Deisenroth, Marc ...; Pacheco, Maria L ...; Ryskina, Maria; Mundt, Martin; Agarwal, Milind; McLean, Nyx; Xu, Pan; Pranav, A.; Korpan, Raj; Ray, Ruchira; Mathew, Sarah; Arora, Sarthak; John, S. T.; Anand, Tanvi; Agrawal, Vishakh ...; Agnew, William; Long, Yanan; Wang, Zijie J.; Talat, Zeerak; Ghosh, Avijit; Dennler, Nathani ...; Noseworthy, Mich ...; Jha, Sharvani; Baylor, Emi; Joshi, Aditya; Bilenko, Natalia ...; McNamara, Andrew; Gontijo-Lopes, R ...; Markham, Alex; Dong, Evyn; Kay, Jackie; Saraswat, Manu; Vytla, Nikhil; Stark, Luke; visa färre...

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Av lärosätet: Uppsala universitet

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Queer In AI : A Case Study in Community-Led Participatory AI

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