Deconstructing the Veneer of Simplicity: Co-Designing Introductory Generative AI Workshops with Local Entrepreneurs

dc.contributor.authorKotturi, Yasmine
dc.contributor.authorAnderson, Angel
dc.contributor.authorFord, Glenn
dc.contributor.authorSkirpan, Michael
dc.contributor.authorBigham, Jeffrey P.
dc.date.accessioned2026-02-12T16:44:42Z
dc.date.issued2024-05-11
dc.descriptionCHI Conference on Human Factors in Computing Systems, May 11 - 16, 2024, Honolulu, USA
dc.description.abstractGenerative AI platforms and features are permeating many aspects of work. Entrepreneurs from lean economies in particular are well positioned to outsource tasks to generative AI given limited resources. In this paper, we work to address a growing disparity in use of these technologies by building on a four-year partnership with a local entrepreneurial hub dedicated to equity in tech and entrepreneurship. Together, we co-designed an interactive workshops series aimed to onboard local entrepreneurs to generative AI platforms. Alongside four community-driven and iterative workshops with entrepreneurs across five months, we conducted interviews with 15 local entrepreneurs and community providers. We detail the importance of communal and supportive exposure to generative AI tools for local entrepreneurs, scaffolding actionable use (and supporting non-use), demystifying generative AI technologies by emphasizing entrepreneurial power, while simultaneously deconstructing the veneer of simplicity to address the many operational skills needed for successful application.
dc.description.sponsorshipThis work was funded in part by the National Science Foundation (1928474). We thank the entrepreneurs and providers who were involved in the workshop series, and all of the Community Forge staff and leadership for their support, especially TJ Johnson, Amil Cook, Patrick Cooper, Arturo Lozano, Hamza Perez, Bethany Hallam, and Nora Reed.
dc.description.urihttps://dl.acm.org/doi/10.1145/3613904.3642191
dc.format.extent17 pages
dc.genreconference papers and proceedings
dc.identifierdoi:10.13016/m24yfo-zjwe
dc.identifier.citationKotturi, Yasmine, Angel Anderson, Glenn Ford, Michael Skirpan, and Jeffrey P Bigham. “Deconstructing the Veneer of Simplicity: Co-Designing Introductory Generative AI Workshops with Local Entrepreneurs.” Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems (New York, NY, USA), CHI ’24, May 11, 2024, 1–16. https://doi.org/10.1145/3613904.3642191.
dc.identifier.urihttps://doi.org/10.1145/3613904.3642191
dc.identifier.urihttp://hdl.handle.net/11603/41939
dc.language.isoen
dc.publisherACM
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Information Systems Department
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectUMBC Human-Centered Computing Program
dc.titleDeconstructing the Veneer of Simplicity: Co-Designing Introductory Generative AI Workshops with Local Entrepreneurs
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0001-6201-7922

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