/Multi-Modal Integration

Multi-Modal Integration

The most advanced commercial AI systems are increasingly characterized by seamless integration across multiple modalities—text, image, video, audio, and 3D. Rather than treating these as separate domains, these unified architectures enable cohesive experiences where content can flow between formats while maintaining semantic and stylistic consistency.

  • GPT-4o: OpenAI's multimodal foundation model represents a unified architecture that processes text, images, and audio within a single coherent system. Unlike earlier approaches that used separate specialized models for different modalities, GPT-4o employs a unified transformer architecture with shared representations across modalities, enabling more coherent reasoning and generation across formats.