Sessions will begin with a presentation from Elle O'Brien, co-author of "Scientific Software in the Age of Vibe Coding" and "A Survey of Generative AI Adoption and Perceived Productivity Among Scientists Who Program," and Director of AI & Data Science Graduate Certificate at University of Michigan.