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Native unified modelling is position as a promising path towards systems that perceive, reason and create within a fully end-to-end framework through SenseNova-U1.5, an 8B-MoT native unified multimodal model that understands, reasons about, and generates visual content within an encoder-free and VAE-free architecture.
Unlock real-time 3D understanding: MonoArt achieves state-of-the-art monocular articulated object reconstruction without relying on multi-view data or external motion templates.