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Predicting subskill transition timing unlocks reliable execution of 4x longer action chunks in VLA models, drastically cutting robotic idle time by 5x.
EventCoT achieves state-of-the-art RTL performance with fewer visual tokens, revolutionizing how we approach temporal reasoning in videos.