Generative AI refers to artificial intelligence models capable of creating new content, including text, images, videos, and music. These models use machine learning techniques like deep neural networks to analyze patterns in existing data and generate new outputs. Popular models include GPT-4 for text, Stable Diffusion for images, and Jukebox for music.