Foundation model

Multimodality: definition, how it works, and its limits

Multimodality lets AI systems process and relate information from more than one kind of input, such as text, images, audio, and video. This glossary entry explains the technical pipeline, develops examples from healthcare, manufacturing, and autonomous vehicles, and examines challenges including data alignment, computing costs, and privacy.