CIS Seminar: “Pareto-efficient AI systems: Expanding the quality and efficiency frontier of AI”
Amy Gutmann Hall, Room 414 3333 Chestnut Street, Philadelphia, United StatesWe have made exciting progress in AI by massive models on massive amounts of data center compute. However, the demands for AI are rapidly expanding. I identify how to maximize performance under any compute constraint, expanding the Pareto frontier of AI capabilities. This talk builds up to an efficient language model architecture that expands […]