This book constitutes the proceedings of the First International Conference, AI4S 2023, held in Pune, India, during September 4—5, 2023. The 14 full papers and the 2 short papers included in this volume were carefully reviewed and selected from 72 submissions. This volume aims to open discussion on trustworthy AI and related topics, trying to bring the most up to date developments around the world from researchers and practitioners.