Generative AI, such as image generation models and large language models, stands to provide tremendous value to end-user programmers in creative and knowledge workflows. Current research methods struggle to engage end-users in a realistic conversation that balances the actually existing capabilities of generative AI with the open-ended nature of user workflows and the many opportunities for the application of this technology. In this work-in-progress paper, we introduce participatory prompting, a method for eliciting opportunities for generative AI in end-user workflows. The participatory prompting method combines a contextual inquiry and a researcher-mediated interaction with a generative model, which helps study participants interact with a generative model without having to develop prompting strategies of their own. We discuss the ongoing development of a study whose aim will be to identify end-user programming opportunities for generative AI in data analysis workflows.<\/p>\n","protected":false},"excerpt":{"rendered":"
Generative AI, such as image generation models and large language models, stands to provide tremendous value to end-user programmers in creative and knowledge workflows. Current research methods struggle to engage end-users in a realistic conversation that balances the actually existing capabilities of generative AI with the open-ended nature of user workflows and the many opportunities […]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":[{"type":"user_nicename","value":"Advait Sarkar","user_id":"37146"},{"type":"user_nicename","value":"Ian Drosos","user_id":"41922"},{"type":"user_nicename","value":"Rob DeLine","user_id":"33370"},{"type":"user_nicename","value":"Andy Gordon","user_id":"30825"},{"type":"user_nicename","value":"Carina Negreanu","user_id":"40924"},{"type":"user_nicename","value":"Sean Rintel","user_id":"33579"},{"type":"user_nicename","value":"Jack Williams","user_id":"40156"},{"type":"user_nicename","value":"Ben 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