Core

Multimodal AI

AI models capable of processing and generating multiple types of data — text, images, audio, and video — within a single system.

Explained at five levels

Level 1

AI that can understand pictures, text, and sounds all at once — not just reading, but also seeing and hearing.

Level 2

AI that works with more than just text — it can also understand images, audio, and video. Like how you can both read and look at photos.

Level 3

AI models capable of processing and generating multiple types of data — text, images, audio, and video — within a single system.

Level 4

Models that accept and produce content across modalities (text, images, audio, video) through unified architectures, enabling cross-modal reasoning and generation.

Level 5

Architectures that learn joint representations across heterogeneous data modalities via shared latent spaces or cross-attention fusion, enabling zero-shot cross-modal transfer and compositional multimodal reasoning.

Definitions are educational summaries. Terminology can vary by source and context.

Sources