What type of AI is capable of creating content such as text, images, and code?

Generative AI is a type of artificial intelligence that focuses on creating new content by learning patterns from existing data. This includes generating text, images, music, and even code based on the inputs it receives. The key characteristic of generative AI is its ability to produce original outputs that weren't explicitly included in the training data, effectively synthesizing new information or media.

For example, in natural language processing, generative AI can compose coherent and contextually relevant sentences, paragraphs, or even entire articles based on prompts provided by users. In the realm of images, generative adversarial networks (GANs) can create entirely new and realistic visuals by learning from a dataset of images. Similarly, tools like code generators are able to produce functioning software code by understanding syntax and common coding patterns.

This capacity to generate new data makes generative AI distinct from other types of AI, such as descriptive, prescriptive, or analytical AI, which focus more on analysis, interpretation, or insights derived from existing data rather than the creation of entirely new content.