AI systems that produce new content—text, code, images, audio, video—rather than classifying or predicting over fixed labels.
Generative AI is the umbrella covering modern LLMs, image models (DALL·E, Stable Diffusion, Imagen), speech, and video. Contrast with discriminative ML (classification, regression).