Multimodal AI

Definitions

1. AI systems that can process and generate multiple types of data — text, images, audio, video, and code — within a single model. GPT-4V, Claude 3, and Gemini are multimodal LLMs that can understand screenshots, diagrams, and photos alongside text. Enables tasks like describing images, extracting data from charts, and visual reasoning.

   In plain English: AI that can understand and work with different types of content (text, images, audio) at the same time.

   Example: "Upload a screenshot of the error and the AI debugs it — multimodal models understand both the visual context and the text in the error message."

Related Terms

• mixture of agents
• system prompt
• Context Window
• Temperature
• Retrieval-Augmented Generation
• AI Agent
• Adapter Layer
• CLIP
• Differential Transformer
• GPT Architecture
• Graph Transformer
• Hypernetwork
• Image-to-Image
• Large Vision Model
• Multimodal Model
• CLIP Model