travis lloyd (træve) is @ CSCW25
@travislloydphd.bsky.social
public interest technologist // luddite hacker.
information science phd at cornell tech.
inequality, ai, and the information ecosystem.
🤠 traeve.com 🤠
information science phd at cornell tech.
inequality, ai, and the information ecosystem.
🤠 traeve.com 🤠
We hope this framework will guide an HCI research agenda on this impactful new class of social media system. Check out the full paper here: www.arxiv.org/abs/2509.15434
@informor.bsky.social @karenlevy.bsky.social @tungdnguyen.bsky.social
@informor.bsky.social @karenlevy.bsky.social @tungdnguyen.bsky.social
Beyond Community Notes: A Framework for Understanding and Building Crowdsourced Context Systems
Social media platforms are increasingly developing features that display crowdsourced context alongside posts, modeled after X's Community Notes. These systems, which we term Crowdsourced Context Syst...
www.arxiv.org
September 22, 2025 at 5:36 PM
We hope this framework will guide an HCI research agenda on this impactful new class of social media system. Check out the full paper here: www.arxiv.org/abs/2509.15434
@informor.bsky.social @karenlevy.bsky.social @tungdnguyen.bsky.social
@informor.bsky.social @karenlevy.bsky.social @tungdnguyen.bsky.social
We develop a framework composed of three parts:
1. A theoretical model to conceptualize and define CCS.
2. A design space encompassing six key aspects of CCS.
3. Key normative implications of different CCS design and implementation choices.
1. A theoretical model to conceptualize and define CCS.
2. A design space encompassing six key aspects of CCS.
3. Key normative implications of different CCS design and implementation choices.
September 22, 2025 at 5:36 PM
We develop a framework composed of three parts:
1. A theoretical model to conceptualize and define CCS.
2. A design space encompassing six key aspects of CCS.
3. Key normative implications of different CCS design and implementation choices.
1. A theoretical model to conceptualize and define CCS.
2. A design space encompassing six key aspects of CCS.
3. Key normative implications of different CCS design and implementation choices.
2. "There Has To Be a Lot That We're Missing": Moderating AI-Generated Content on Reddit (CSCW25): an interview study with subreddit moderators about their experiences moderating AI-generated content
arxiv.org/abs/2311.12702
arxiv.org/abs/2311.12702
"There Has To Be a Lot That We're Missing": Moderating AI-Generated Content on Reddit
Generative AI is altering how we work, learn, communicate, and participate in online communities. How might online communities be changed by generative AI? To start addressing this question, we focuse...
arxiv.org
September 3, 2025 at 2:17 PM
2. "There Has To Be a Lot That We're Missing": Moderating AI-Generated Content on Reddit (CSCW25): an interview study with subreddit moderators about their experiences moderating AI-generated content
arxiv.org/abs/2311.12702
arxiv.org/abs/2311.12702
I'll be discussing two recent Reddit studies:
1. AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content (CHI24): a large-scale data collection and analysis of subreddit community rules governing the use of AI (check out the dataset!):
dl.acm.org/doi/full/10....
1. AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content (CHI24): a large-scale data collection and analysis of subreddit community rules governing the use of AI (check out the dataset!):
dl.acm.org/doi/full/10....
AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content | Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems
You will be notified whenever a record that you have chosen has been cited.
dl.acm.org
September 3, 2025 at 2:17 PM
I'll be discussing two recent Reddit studies:
1. AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content (CHI24): a large-scale data collection and analysis of subreddit community rules governing the use of AI (check out the dataset!):
dl.acm.org/doi/full/10....
1. AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content (CHI24): a large-scale data collection and analysis of subreddit community rules governing the use of AI (check out the dataset!):
dl.acm.org/doi/full/10....
An important topic of discussion in today's workshop on Sociotechnical AI Governance!
chi-staig.github.io
chi-staig.github.io
April 27, 2025 at 1:03 AM
An important topic of discussion in today's workshop on Sociotechnical AI Governance!
chi-staig.github.io
chi-staig.github.io
One line of the recent CMV moderator statement stuck out to me: "Our sub is a decidedly human space that rejects undisclosed AI as a core value." It's important to support community autonomy towards AI. I'm at #CHI25 presenting work on this topic and would love to talk to others doing similar work.
April 27, 2025 at 1:00 AM
One line of the recent CMV moderator statement stuck out to me: "Our sub is a decidedly human space that rejects undisclosed AI as a core value." It's important to support community autonomy towards AI. I'm at #CHI25 presenting work on this topic and would love to talk to others doing similar work.
I also want to point to my recent paper (forthcoming at CSCW25) about moderating AI-generated content on Reddit. I spoke to CMV mods about their experiences with, and stances towards AI, in their communities. It's not a surprise that this use of AI is unwelcome!
arxiv.org/abs/2311.12702
arxiv.org/abs/2311.12702
"There Has To Be a Lot That We're Missing": Moderating AI-Generated Content on Reddit
Generative AI has begun to alter how we work, learn, communicate, and participate in online communities. How might our online communities be changed by generative AI? To start addressing this question...
arxiv.org
April 27, 2025 at 12:58 AM
I also want to point to my recent paper (forthcoming at CSCW25) about moderating AI-generated content on Reddit. I spoke to CMV mods about their experiences with, and stances towards AI, in their communities. It's not a surprise that this use of AI is unwelcome!
arxiv.org/abs/2311.12702
arxiv.org/abs/2311.12702
We look forward to presenting this work next month at CHI25 in Yokohama! Please spread the word about the dataset and let us know what cool things you use it for! fin/
March 26, 2025 at 5:27 PM
We look forward to presenting this work next month at CHI25 in Yokohama! Please spread the word about the dataset and let us know what cool things you use it for! fin/
We've published our data to support future research. While our study focuses on *AI* governance, this dataset of online community rules and metadata (the largest of its kind!) can be used to answer a variety of other questions about online community self-governance: github.com/sTechLab/AIR... 4/
GitHub - sTechLab/AIRules: Dataset accompanying AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content
Dataset accompanying AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content - sTechLab/AIRules
github.com
March 26, 2025 at 5:26 PM
We've published our data to support future research. While our study focuses on *AI* governance, this dataset of online community rules and metadata (the largest of its kind!) can be used to answer a variety of other questions about online community self-governance: github.com/sTechLab/AIR... 4/
See our paper for further details and implications for both platform designers and communities: arxiv.org/abs/2410.11698 3/
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 metada...
arxiv.org
March 26, 2025 at 5:24 PM
See our paper for further details and implications for both platform designers and communities: arxiv.org/abs/2410.11698 3/
We find that a significant number of communities have enacted rules about AIGC, and this number is growing over time. These rules often focus on AI images and are most common in larger and Art-focused subreddits. Rules often evoke, as justification, concerns about quality and authenticity. 2/
March 26, 2025 at 5:24 PM
We find that a significant number of communities have enacted rules about AIGC, and this number is growing over time. These rules often focus on AI images and are most common in larger and Art-focused subreddits. Rules often evoke, as justification, concerns about quality and authenticity. 2/
October 22, 2024 at 1:24 PM
We offer a novel taxonomy of AI rule types and plan to make our datasets public after peer-review. Check out the preprint (w/ co-authors @Mor, Jennah and Tung) for more details about our findings and their implications: arxiv.org/abs/2410.11698 /fin
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 metada...
arxiv.org
October 22, 2024 at 1:23 PM
We offer a novel taxonomy of AI rule types and plan to make our datasets public after peer-review. Check out the preprint (w/ co-authors @Mor, Jennah and Tung) for more details about our findings and their implications: arxiv.org/abs/2410.11698 /fin
Rules about AI most often focus on regulating the use of AI images and raise as justification concerns about quality and authenticity. /3
October 22, 2024 at 1:23 PM
Rules about AI most often focus on regulating the use of AI images and raise as justification concerns about quality and authenticity. /3
The number of subreddits with AI rules has nearly doubled over the last 12 months. Larger subreddits, as well as those devoted to art and celebrity topics, are the most likely to have such rules. /2
October 22, 2024 at 1:23 PM
The number of subreddits with AI rules has nearly doubled over the last 12 months. Larger subreddits, as well as those devoted to art and celebrity topics, are the most likely to have such rules. /2