Safe Enough to Try GenAI: A Multi-Level Sociotechnical Approach for Responsible Generative AI in Public-Serving Organizations

Abstract

This research examines how public-serving organizations can responsibly design, evaluate, and use generative AI under real-world constraints, developing a multi-level sociotechnical approach that connects institutional conditions, operational decision-making, and human-centered evaluation practices.