The gen-2 AI tool by Runway Research is a multi-modal AI system that can generate realistic videos, images, and text based on user input prompts. The tool uses advanced algorithms, including latent diffusion models and keyframe propagation models, to create high-quality content that can match a user's desired style or structure. It also includes features for stylization, masking, rendering, and customization, allowing users to have full control over the output.