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Few-step diffusion models can achieve state-of-the-art 4-NFE generation with simple on-policy velocity regression and a novel residual proxy, matching multi-step teacher performance without complex auxiliary models.
Interactive AI worlds can now speak and react in real-time with spatially accurate sound, bridging the sensory gap in generative environments.