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AlayaVista is presented, a camera-controllable streaming video world model that decouples panoramic world evolution from perspective observation synthesis, and MUGEN, a large-scale real-world panoramic video dataset containing 1,318 hours of videos at resolutions of at least 4K, together with rich semantic and geometric annotations.
