Tool, companion or a catalyst force? Exploring sociotechnical imaginaries Within AI livestreams’ communities of practice

Publication date

2025-12

Authors

Gutierrez, Sacha
Nguyen, DennisISNI 0000000498071375
van Es, KarinISNI 0000000436396086

Editors

Advisors

Supervisors

Document Type

Article
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License

cc_by

Abstract

How online communities of practice (CoPs) around artificial intelligence (AI) construct, construe, and shape sociotechnical imaginaries is relatively unexplored, as most studies focus on elite discourse in politics, technology, and the media. More research is needed into specific communities and their views on AI, especially those who use it daily for personal interests. This can reveal to what extent dominant AI imaginaries in public discourse are adopted or challenged in CoPS. The present study critically explores an online community engaged in AI-generated livestreams. CoP members collaboratively explore AI's potential for audio-visual creativity, deeply immersing themselves in AI mediatisation, where they share, discuss, and generate content with AI. Specifically, the study examines the Discord community Nothing, Forever. The empirical analysis combines computational and qualitative methods for a frame analysis of a large corpus of community conversations (N = 7,934) to uncover how participants discuss the technology. The results show that the community's AI imaginary is dominated by four themes: AI as a Tool for Creative Practices, Human−AI Interaction, Technical Foundations and Ethics, Labor and Social Impact. While community members primarily focus on practical aspects of AI for content creation, context-specific discussions link to themes of technological potential and promises. However, ethical considerations are often left out and questions of AI governance are rarely raised.

Keywords

Artificial intelligence, communities of practice, computational frame analysis, mediatisation, pioneer communities, sociotechnical imaginaries, Information Systems, Communication, Computer Science Applications, Information Systems and Management, Library and Information Sciences

Citation

Gutierrez, S, Nguyen, D & van Es, K 2025, 'Tool, companion or a catalyst force? Exploring sociotechnical imaginaries Within AI livestreams’ communities of practice', Big Data & Society, vol. 12, no. 4. https://doi.org/10.1177/20539517251381663