X Square Robot's HOST lets a humanoid robot learn from a 29-second video and perform the task on its first try, hitting a 62 percent success rate. Traditional methods need 50 expert demos and four hours of fine-tuning for 38 percent. HOST replaces teleoperation data collection with inference-time learning in ChinaSource: Pandailyhttps://pandaily.com/x-square-robot-host-29-second-skill-learning-video-aug2026#MachineLearning
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