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Unsupervised RL for text generation doesn't have to collapse into gibberish: rewarding relative information gain between specialist and generalist policies unlocks meaningful content creation.
Finally, a real-time 4D world simulator exists that allows for consistent and controllable scene evolution from a single monocular video.
Ditch the video: InSpatio-WorldFM achieves real-time spatial intelligence by generating frames independently, offering a low-latency alternative to video-based world models.