Dr. Ganesh Pai is Senior Technical Fellow for Safety Assurance and Principal Researcher at KBR, with a contracted appointment as Member of the Scientific Staff at the NASA Ames Research Center, where he works in the Robust Software Engineering technical area of the Intelligent Systems Division. His research and professional practice address innovations concerning safety, dependability, assurance, and autonomy for aerospace systems and software. Ganesh is one of the principal editors of the future process guidelines ARP 6983/ED-324, for the development and certification/approval of aeronautical safety-related products implementing AI, which is being developed jointly by SAE G-34 and EUROCAE WG-114.