Overview
Collocated with ACM KDD 2024, the first workshop on AI Behavioral Sciences (AIBS 2024) calls for broad discussions on the concept of AI behavioral science, which represents an emerging field that seeks to understand, model, and direct how AI behaves. Critical questions include: Do AIs have personalities? How to describe the patterns of AI behaviors? How to quantify the similarity between AI and humans behaviorally? How to conceal the objectives of AI (rather than generating next words) and align them with the distribution of human objectives? How to model and optimize human-AI collaboration? What are the unique challenges in AI behavioral studies (e.g., sensitivity in prompting)? What is the key difference between AI behavioral science and human behavioral science? Do we need to design new experiment methodologies and measurements tailored for AI? What could be the potential applications (e.g., AI agents)?
The workshop aims to create a collaborative and interdisciplinary platform that brings together researchers from different fields, especially generative AI, data mining, and behavioral sciences to discuss these questions. By fostering an open and forward-looking environment, our ultimate goal is to facilitate discussions on the current landscape of AI behavioral science at large. This workshop provides an opportunity for participants to share insights, exchange ideas, and explore innovative approaches in the field.
For more information, please visit the Call for Papers page.
Please note that the submission deadline has been changed to June 17 (previously May 28).
Schedule
To be announced.
Keynotes
To be announced.
Panelists
To be announced.
Organization
Please contact us through this email address if you have any questions.
Himabindu Lakkaraju
Harvard University
https://himalakkaraju.github.io/
Qiaozhu Mei
University of Michigan
https://websites.umich.edu/~qmei/
Chenhao Tan
University of Chicago
https://www.chenhaot.com/
Jie Tang
Tsinghua University
https://keg.cs.tsinghua.edu.cn/jietang/
Yutong Xie
University of Michigan
https://yutxie.com/
Program Committee
To be announced.