Marie is a Research Analyst at IAPS on the policy and standards team. Previously, she was a winter fellow at the Centre for the Governance of AI, where she explored how developers of frontier AI can provide assurance that their systems are safe prior to release. She has also worked at Rethink Priorities on advancing entrepreneurship to tackle global risks. She holds a BA in philosophy, politics and economics from the University of Oxford.