Tzu-Sheng Kuo 郭子生
@tskuo.bsky.social
PhD student @ CMU HCII
I build systems that empower people to shape AI through collaborative, deliberative, and democratic processes.
https://tskuo.github.io
I build systems that empower people to shape AI through collaborative, deliberative, and democratic processes.
https://tskuo.github.io
I'm excited to serve as an SV co-chair for #CHI2026!
Interested in joining us? Apply now to become an SV! It's a fantastic opportunity to make new friends and help create an unforgettable @chi.acm.org experience.
Check out the application link below:
Interested in joining us? Apply now to become an SV! It's a fantastic opportunity to make new friends and help create an unforgettable @chi.acm.org experience.
Check out the application link below:
October 16, 2025 at 9:07 PM
I'm excited to serve as an SV co-chair for #CHI2026!
Interested in joining us? Apply now to become an SV! It's a fantastic opportunity to make new friends and help create an unforgettable @chi.acm.org experience.
Check out the application link below:
Interested in joining us? Apply now to become an SV! It's a fantastic opportunity to make new friends and help create an unforgettable @chi.acm.org experience.
Check out the application link below:
🌟 If you’re applying to CMU SCS PhD programs, and come from a background that would bring additional dimensions to the CMU community, our PhD students are here to help!
Apply to the Graduate Applicant Support Program by Oct 13 to receive feedback on your application materials:
Apply to the Graduate Applicant Support Program by Oct 13 to receive feedback on your application materials:
September 24, 2025 at 4:00 PM
🌟 If you’re applying to CMU SCS PhD programs, and come from a background that would bring additional dimensions to the CMU community, our PhD students are here to help!
Apply to the Graduate Applicant Support Program by Oct 13 to receive feedback on your application materials:
Apply to the Graduate Applicant Support Program by Oct 13 to receive feedback on your application materials:
Serving as the Student Volunteer Co-Chair at #CHI2025 @chi.acm.org has been an incredible experience!
A huge thank you to the 200 student volunteers who worked tirelessly behind the scenes to help make the conference a success.
Looking forward to seeing you all next year in Barcelona!
A huge thank you to the 200 student volunteers who worked tirelessly behind the scenes to help make the conference a success.
Looking forward to seeing you all next year in Barcelona!
May 1, 2025 at 5:31 AM
Serving as the Student Volunteer Co-Chair at #CHI2025 @chi.acm.org has been an incredible experience!
A huge thank you to the 200 student volunteers who worked tirelessly behind the scenes to help make the conference a success.
Looking forward to seeing you all next year in Barcelona!
A huge thank you to the 200 student volunteers who worked tirelessly behind the scenes to help make the conference a success.
Looking forward to seeing you all next year in Barcelona!
@kjfeng.me and @rockpang.bsky.social are kicking off the panel on sociotechnical AI governance!
#CHI2025
#CHI2025
April 27, 2025 at 12:32 AM
@kjfeng.me and @rockpang.bsky.social are kicking off the panel on sociotechnical AI governance!
#CHI2025
#CHI2025
9/ In a field study in university classrooms, students used PolicyCraft to co-design course policies on generative AI.
Policies created with PolicyCraft:
• gained more support
• reached greater consensus
• helped students better understand each other's perspectives
Policies created with PolicyCraft:
• gained more support
• reached greater consensus
• helped students better understand each other's perspectives
March 10, 2025 at 1:50 PM
9/ In a field study in university classrooms, students used PolicyCraft to co-design course policies on generative AI.
Policies created with PolicyCraft:
• gained more support
• reached greater consensus
• helped students better understand each other's perspectives
Policies created with PolicyCraft:
• gained more support
• reached greater consensus
• helped students better understand each other's perspectives
8/ PolicyCraft also includes LLM-based #AI assistants that users can optionally use when critiquing, revising, or proposing new policies.
These AI assistants are designed to help users resolve misalignments between abstract policy proposals vs people’s perspectives on concrete cases.
These AI assistants are designed to help users resolve misalignments between abstract policy proposals vs people’s perspectives on concrete cases.
March 10, 2025 at 1:50 PM
8/ PolicyCraft also includes LLM-based #AI assistants that users can optionally use when critiquing, revising, or proposing new policies.
These AI assistants are designed to help users resolve misalignments between abstract policy proposals vs people’s perspectives on concrete cases.
These AI assistants are designed to help users resolve misalignments between abstract policy proposals vs people’s perspectives on concrete cases.
7/ For example, users can vote on and discuss whether specific cases should be allowed or not, regardless of what current policies say.
Based on consensus at the case-level, they can critique and refine current policies or propose new ones to better reflect their collective views.
Based on consensus at the case-level, they can critique and refine current policies or propose new ones to better reflect their collective views.
March 10, 2025 at 1:50 PM
7/ For example, users can vote on and discuss whether specific cases should be allowed or not, regardless of what current policies say.
Based on consensus at the case-level, they can critique and refine current policies or propose new ones to better reflect their collective views.
Based on consensus at the case-level, they can critique and refine current policies or propose new ones to better reflect their collective views.
How can we help communities collaboratively shape policies that impact them?
In our #CHI2025 paper, we present PolicyCraft, a system that supports ✨collaborative policy design✨ through case-grounded deliberation.
(🧵/11)
In our #CHI2025 paper, we present PolicyCraft, a system that supports ✨collaborative policy design✨ through case-grounded deliberation.
(🧵/11)
March 10, 2025 at 1:50 PM
How can we help communities collaboratively shape policies that impact them?
In our #CHI2025 paper, we present PolicyCraft, a system that supports ✨collaborative policy design✨ through case-grounded deliberation.
(🧵/11)
In our #CHI2025 paper, we present PolicyCraft, a system that supports ✨collaborative policy design✨ through case-grounded deliberation.
(🧵/11)
I’m honored to receive the Presidential Fellowship from @carnegiemellon.bsky.social's K&L Gates Initiative and to speak at next week's GenAI conference!
I'll share how we build systems that empower people to shape AI through collaborative, deliberative, and democratic processes.
I'll share how we build systems that empower people to shape AI through collaborative, deliberative, and democratic processes.
March 3, 2025 at 7:39 PM
I’m honored to receive the Presidential Fellowship from @carnegiemellon.bsky.social's K&L Gates Initiative and to speak at next week's GenAI conference!
I'll share how we build systems that empower people to shape AI through collaborative, deliberative, and democratic processes.
I'll share how we build systems that empower people to shape AI through collaborative, deliberative, and democratic processes.
first post on bluesky featuring a blue sky
April 2, 2024 at 3:28 AM
first post on bluesky featuring a blue sky