Dawa Technology's Scenes AI real-time world model runs a 34B-parameter model on a single RTX GPU
Dawa Technology's real-time world model Scenes AI won the "Halfway Showcase Outstanding Enterprise Award" at the 2026 NVIDIA Startup Showcase halfway showcase. The model has 34B total parameters, activates only about 4B per step, and achieves 720P, 25 fps real-time output on a single NVIDIA GeForce RTX consumer-grade GPU. It does not redraw the frame pixel by pixel; instead, it maintains separately readable and writable world state variables such as scenes, characters, cameras, lighting, objects, and physics, and updates only the local parts that change. Compared with traditional video diffusion approaches, GPU consumption is reduced by 40%–60% and inference speed is increased by 3–5 times. The team says its data comes from about 180TB of structured world state data accumulated from the 84,000-square-meter studio in Yongchuan, Chongqing, and more than 300 real commercial projects.
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