Holder of the Schwartz Reisman Chair in Technology and Society
Key contributions include: Neural ODEs, automatic chemical design using generative models, gradient-based hyperparameter tuning, structured latent-variable models for video, and convolutional networks on graphs
Co-authored 'Gradual Disempowerment: Systemic Existential Risks from Incremental AI Development' (2025)
Contributed to 'Sabotage Evaluations for Frontier Models'
Published op-ed 'Can we stop AI making humans obsolete?' in The Guardian (May 2025)