AI Dictionary
Multi-modal AI
Definition
AI that can understand and generate information across multiple modalities like text, images, and audio.
Deep Dive
Multi-modal AI refers to artificial intelligence systems that possess the ability to understand, process, and generate information across multiple distinct "modalities" or types of data. Unlike traditional AI models that might specialize in processing only text or only images, multi-modal AI can seamlessly integrate and interpret data from various sources simultaneously, such as text, images, audio, video, and even sensor data. This capability allows for a more comprehensive and nuanced understanding of complex real-world phenomena.
Examples & Use Cases
- 1An AI system that analyzes both a user's spoken query and their facial expressions to understand intent
- 2Generating a descriptive caption for an image while also considering associated audio cues
- 3Autonomous vehicles processing lidar, radar, camera, and ultrasonic sensor data simultaneously for environmental awareness
Related Terms
Generative AILarge Language Model (LLM)Sensor Fusion