Stefan Zohren spoke at a panel discussion on ’ESG and Controversy mapping: an application of machine learning’ at the inaugural Oxford Sustainable Finance Summit on July 21, 2022. The Summit brought together leading researchers from across Oxford with practitioners, policymakers, regulators, and civil society organisations to examine and reflect on the latest developments and trends in sustainable finance and investment.