CS 570 Foundation Models and Generative AI

Prerequisites: CS 528 or CS 543 or BIFX 552; or permission of instructor

Introduces the principles and architectures underlying large-scale AI systems capable of general-purpose tasks across modalities. Topics include representation learning, generative modeling, prompt-based interaction and training methodologies. The course also examines ethical implications, evaluation challenges and emerging directions in foundation model research and deployment.