[2603.04537] How Professional Visual Artists are Negotiating Generative AI in the Workplace

Computer Science > Human-Computer Interaction arXiv:2603.04537 (cs) [Submitted on 4 Mar 2026] Title:How Professional Visual Artists are Negotiating Generative AI in the Workplace Authors:Harry H. Jiang, Jordan Taylor, William Agnew View a PDF of the paper titled How Professional Visual Artists are Negotiating Generative AI in the Workplace, by Harry H. Jiang and 2 other authors View PDF HTML (experimental) Abstract:Generative AI has been heavily critiqued by artists in both popular media and HCI scholarship. However, more work is needed to understand the impacts of generative AI on professional artists' workplaces and careers. In this paper, we conduct a survey of \textit{378 verified professional visual artists} about how generative AI has impacted their careers and workplaces. We find (1) most visual artists are strongly opposed to using generative AI (text or visual) and negotiate their inclusion in the workplace through a variety of \textit{refusal} strategies (2) there exist a range of factors in artists environments shaping their use of generative AI, including pressure from clients, bosses, and peers and (3) visual artists report overwhelmingly negative impacts of generative AI on their workplaces, leading to added stress and reduced job opportunities. In light of these findings, we encourage HCI researchers to contend more deeply with artists' desires not to use generative AI in the workplace. Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (c...