Dawar Technology's Scenes AI Wins NVIDIA Award, Running a 34B Real-Time World Model on a Single RTX GPU

Chongqing-based Dawar Technology won the "Excellent Enterprise Award" at the 2026 NVIDIA startup showcase with its real-time world model Scenes AI. Rather than predicting the next frame, Scenes AI maintains a persistent world state and updates only the parts that change, achieving 720P real-time output at 25 fps on a single consumer RTX GPU. The model has 34B total parameters but activates only about 4B per step, cutting GPU consumption by 40%–60% and boosting inference speed 3–5x versus conventional video diffusion.