This course explores new uses of emerging Generative AI (GenAI) and Large Language Model (LLM) technologies in the context of processing cultural heritage materials. The focus is on enhancing description, retrieval, and qualitative analysis of library and archival collections. The class focuses on real-world collections and the opportunities, limitations, and risks of applying these new technologies.