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a type of artificial intelligence that uses machine learning to generate content. These models not only recognize and analyze data but also generate new text, images, audio, video, and other types of content based on input prompts. Generative AI relies on large datasets and deep learning models, particularly Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), autoregressive models (like GPT), and diffusion models, to achieve its generative capabilities.