What is a Generative Model?

A generative model is a type of artificial intelligence algorithm used to generate new data that is similar to existing data. Generative models are used in a variety of applications, such as image generation, natural language processing, and machine learning. These models are trained on a set of data and then used to generate new data that is similar to the original data. Generative models are different from discriminative models, which are used to classify data and make predictions. Generative models are used to create new data that is as close as possible to the original data.