On May 21, 2020, Canada CIFAR AI Chair Marzyeh Ghassemi and Joseph Paul Cohen (Mila) joined Elissa Strome, Executive Director of the CIFAR Pan-Canadian AI Strategy, to discuss a new AI and COVID-19 Catalyst Grant project applying the latest machine learning techniques to X-ray scans in order to predict COVID-19 severity.