Kyle Yulun Kuo was a visiting scholar at the Center for Computational Analysis of Social (2023-2024) and Organizational Systems (CASOS) at Carnegie Mellon University-Taiwan, focusing on artificial intelligence. His research interest is in integrating AI technology into public sector decision-making applications, as well as negotiation among various stakeholders in collaborative mechanisms. He is also a full-time firefighter, currently serving as the head of the fire investigation division at the fire department, where he has previously introduced AI image recognition technology in the field of fire scene identification.