Understanding Generative AI

Generative AI systems produce new outputs from learned patterns and a supplied input or context.

Different generative systems operate on different modalities. Text models generate language, image models generate visual content, and multimodal systems can process or produce several types of information.

The important distinction is between the generative model and the application built around it. Applications can add retrieval, tools, structured workflows, validation, and user interfaces around a model.

This broader system perspective is essential for understanding what generative AI products can and cannot do.

Models and Applications