Generative AI, a part of machine learning, aims to generate new, original data, such as images, text, or sounds, rather than simply predicting or analyzing existing data. This is achieved through specialized algorithms and models that can either be instructed to produce specific outputs based on user inputs or trained to learn from large datasets and generate new, previously unseen data.