Generative AI and Machine Learning (ML) are subsets of Artificial Intelligence, but they serve different functions. Generative AI is focused on generating new, creative content such as text, images, or music. On the other hand, ML is a tool that enables AI to learn from data inputs and improve its performance over time without being explicitly programmed to do so.