Next-generation multimodal AI models can switch between natural language, computer vision, and video tasks easily. This leads to more versatile AI applications and virtual assistants that handle various data types. Models like OpenAI's GPT-4V, Google's Gemini, and open source models like LLaVa, Adept, and Qwen-VL enhance training and inference with more information.