Sam Manning is a Sr. Research Fellow at GovAI and a Non-Resident Fellow at the Foundation for American Innovation. Sam’s work focuses on measuring the economic impacts of frontier AI systems and designing policy options to help ensure that advanced AI can foster widespread economic prosperity. He previously conducted research at OpenAI and worked on a randomised controlled trial of a guaranteed income programme in the US. Sam has a MSc in International and Development Economics from the University of San Francisco.