Generative AI is a type of artificial intelligence or machine learning that can create new content and ideas, including conversations, stories, images, videos and music. It’s powered by large models that are pretrained on vast amounts of data. These are commonly referred to as “foundation models.” And what makes foundation models special is that they can perform many tasks because they contain a large number of parameters that make them capable of learning complex concepts.