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Livestream communities for AI-generated video content: Viewers’ motivations and perceptions of toxicity and moderation

  • Sacha Gutierrez
  • , Alkim Almila Akdag
  • , Karin van Es
  • , Dennis Nguyen
  • , Julian Frommel*
  • *Corresponding author for this work
  • Utrecht University

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

AI is transforming live streaming with new communities forming around channels featuring automated or prompt-based AI-generated videos. By introducing AI as an active and sometimes unpredictable participant in community interactions, traditional creator-audience and audience-audience relations are disrupted, presenting challenges for toxicity and moderation. This paper presents findings from a mixed-methods survey of viewers (n=60[jls-end-space/]) to understand their motivations for engaging with AI content, perceptions of toxicity, and moderation preferences. Our findings highlight the variety of viewer motivations of the participants of the surveyed communities with both individual and social aspects, that viewers were more engaged by AI interactions and user-generated prompts than by other viewers, and that toxicity arose from various sources and negatively related to the sense of community, with most viewers favouring in-community moderation. Our insights represent an initial descriptive examination of communities that rely exclusively on fast-paced AI-generated content and underscore the need for updated moderation strategies to sustain healthier dynamics in AI livestreams.

Original languageEnglish
Article number103780
JournalInternational Journal of Human Computer Studies
Volume211
DOIs
Publication statusPublished - Apr 2026

Bibliographical note

Publisher Copyright:
© 2026 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY license. http://creativecommons.org/licenses/by/4.0/

Keywords

  • Artificial intelligence
  • Livestreaming
  • Moderation
  • Online communities
  • Social computing
  • Toxicity

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