AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content

How are Reddit communities responding to AI-generated content?We explored this question through a large-scale analysis of subreddit community rules and their change over time.We collected the metadata and community rules for over 300, 000 public subreddits and measured the prevalence of rules governing AI.We labeled subreddits and AI rules according to existing taxonomies from the HCI literature and a new taxonomy we developed specifc to AI rules.While rules about AI are still relatively uncommon, the number of subreddits with these rules more than doubled over the course of a year.AI rules are more common in larger subreddits and communities focused on art or celebrity topics, and less common in those focused on social support.These rules often focus on AI images and evoke, as justifcation, concerns about quality and authenticity.Overall, our fndings illustrate the emergence of varied concerns about AI, in diferent community contexts.Platform designers and HCI researchers should heed these concerns if they hope to encourage community self-determination in the age of generative AI.We make our datasets public to enable future large-scale studies of community self-governance.

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Publication Details

Published
2025-04-25
DOI
https://doi.org/10.1145/3706598.3713292
Citations
1
Primary Topic
FinTech, Crowdfunding, Digital Finance
Type
article
Field-Weighted Citation Impact
2.28

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article

AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content

T Nguyen, Mor Naaman, Travis Lloyd, Jennah Gosciak
1 citations
FinTech, Crowdfunding, Digital Finance
2.28
article

AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content

T Nguyen, Mor Naaman, Travis Lloyd, Jennah Gosciak
article en
1 citations

Abstract

How are Reddit communities responding to AI-generated content?We explored this question through a large-scale analysis of subreddit community rules and their change over time.We collected the metadata and community rules for over 300, 000 public subreddits and measured the prevalence of rules governing AI.We labeled subreddits and AI rules according to existing taxonomies from the HCI literature and a new taxonomy we developed specifc to AI rules.While rules about AI are still relatively uncommon, the number of subreddits with these rules more than doubled over the course of a year.AI rules are more common in larger subreddits and communities focused on art or celebrity topics, and less common in those focused on social support.These rules often focus on AI images and evoke, as justifcation, concerns about quality and authenticity.Overall, our fndings illustrate the emergence of varied concerns about AI, in diferent community contexts.Platform designers and HCI researchers should heed these concerns if they hope to encourage community self-determination in the age of generative AI.We make our datasets public to enable future large-scale studies of community self-governance.

Cornell University (US)
National Science Foundation, Directorate for Computer and Information Science and Engineering
Openalex Percentile: Top 13%
FinTech, Crowdfunding, Digital Finance
2.28
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AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content — T Nguyen, Mor Naaman, et al. · (2025) | TGRS Research Map | TGRS