Generative AI (GENAI)

AI that creates new content such as text, images, video, or audio based on user input and training data.

An emerging transformative field with no formal definition. That said, most experts agree that generative AI models can create ("generate") content that is all of the following: - complex - coherent - original Examples of generative AI include: - Large language models, which can generate sophisticated original text and answer questions. - Image generation model, which can produce unique images. - Audio and music generation models, which can compose original music or generate realistic speech. - Video generation models, which can generate original videos. Some earlier technologies, including LSTMs and RNNs, can also generate original and coherent content. Some experts view these earlier technologies as generative AI, while others feel that true generative AI requires more complex output than those earlier technologies can produce. Contrast with predictive ML.

A type of AI that goes beyond the traditional AI focus on classification and prediction. Generative AI uses foundation models to generate new content like text, images, audio, or videos by learning the underlying patterns and style of the training data.