Scientific Computing and Data ManagementEthics and Social Impacts of AIInternational Science and Diplomacy

Yi-Xiang Shawn Sun, Bailey K. McOwen, James Weichert, Hoda Eldardiry, Dayoung Kim, Qin Zhu

2026.1.9Bulletin of Science, Technology and Society

DOI: 10.1177/02704676251413497

tlooto Summary

This typology highlights the varied contributions of STEM professionals to AI governance and policy development and identifies two primary role groups: advisors, gatekeepers, and influencers, who leverage their expertise in STEM and policy to guide stakeholders and actively influence policy decisions.

Abstract

This paper explores the roles of STEM (science, technology, engineering, and mathematics) professionals in AI policymaking, addressing the urgent need for informed governance in emerging technologies. With AI's complex sociotechnical impacts, STEM expertise is crucial for balancing benefits and mitigating risks like bias and privacy concerns. Despite their potential influence, the specific contributions of STEM professionals in AI policy remain underexplored. To address this gap, semi-structured interviews were conducted with 15 STEM professionals who have both educational and professional experience in STEM and policy, and have actively participated in AI policymaking. The data revealed two primary role groups: (1) advisors, gatekeepers, and influencers, who leverage their expertise in STEM and policy to guide stakeholders and actively influence policy decisions, and (2) facilitators and brokers, who facilitate connections and manage the flow of information between stakeholders. This typology highlights the varied contributions of STEM professionals to AI governance and policy development.

Citation format

SUN, Yi-Xiang Shawn, et al. Developing a typology of roles for STEM-Trained professionals in AI policy engagement. Bulletin of Science, Technology and Society, 2026, 46(1): 3–16.