My main research interests are theoretical machine learning and machine learning applications. Within ML theory, I'm most interested in the AI alignment problem and adjacent AI safety problems such as AI X-risk and S-risks, both near-term and long-term. Within applications, I am particularly interested in clinical applications, having worked on clinical decision reasoning and mental health applications. I am also interested in and have worked on model evaluations.