Work
How Diffusion Models Memorize
A diffusion model trained from scratch on 300 photographs from one film set, and the membership inference attack that finds them again. Scroll to watch it learn, then run the attack yourself.
Machine Learning in Fantasy College Football
A machine learning system fills out a College Pick'em ballot every week of the 2026 season, scored against Vegas, the Crowd and the AP writers. The running score, updated every week.