Since 2021, Chieh-Hsin (Jesse) Lai has been a research scientist at Sony AI, specializing in theoretically grounded deep learning, with a focus on robustness, AI for differential equations in science, and deep generative models, particularly diffusion models. He earned his PhD in Mathematics from the University of Minnesota, Twin Cities.