aiqbench analysis
This study analyzes discourse within AI companion communities, revealing that while users often discuss bots generally, only 45% of posts focus on personal relationships with specific agents. The research highlights a distinct emotional complexity in user interactions involving their own companions compared to general bot discussions. These findings offer critical insights into the social dynamics and psychological impact of conversational AI systems beyond mere technical performance.
Me and My Bot: What Users Talk About in AI Companion Communities on Reddit
arXiv:2608.00748v1 Announce Type: cross Abstract: AI companion communities on platforms such as Reddit are widely characterized as spaces where users discuss their relationships with AI bots. This study examines whether and how that characterization holds, guided by the Synthetic Resonance framework's claim that human-AI relationships can carry genuine relational meaning for the user. Multiple LLMs were employed to code 5,504 Reddit posts from eight AI companion communities for relationship focus, primary topic, and users' emotional valence. Although search terms were weighted toward relational and attachment language, only 45% of posts concerned the user's own relationship with their bot. Posts about users' own bots differed markedly from posts about bots in general in both topic and emotional expression, with 85% of general-bot posts containing no user emotion language compared to 33% of own-bot posts. Among the 970 posts that were relationally focused, companionship and romance each accounted for roughly 46% of discussion, sexual content for 8%, and emotional valence varied across these subtopics. The findings suggest that users engage with these relationships with AI bots as meaningful, and that the discourse about them is broad and emotionally complex.
Abstract:AI companion communities on platforms such as Reddit are widely characterized as spaces where users discuss their relationships with AI bots. This study examines whether and how that characterization holds, guided by the Synthetic Resonance framework's claim that human-AI relationships can carry genuine relational meaning for the user. Multiple LLMs were employed to code 5,504 Reddit posts from eight AI companion communities for relationship focus, primary topic, and users' emotional valence. Although search terms were weighted toward relational and attachment language, only 45% of posts concerned the user's own relationship with their bot. Posts about users' own bots differed markedly from posts about bots in general in both topic and emotional expression, with 85% of general-bot posts containing no user emotion language compared to 33% of own-bot posts. Among the 970 posts that were relationally focused, companionship and romance each accounted for roughly 46% of discussion, sexual content for 8%, and emotional valence varied across these subtopics. The findings suggest that users engage with these relationships with AI bots as meaningful, and that the discourse about them is broad and emotionally complex.
Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
arXiv:2608.00748 [cs.HC]
(or arXiv:2608.00748v1 [cs.HC] for this version)
https://doi.org/10.48550/arXiv.2608.00748 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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