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trigger additional reasoning or a more capable model. Possible directions include uncertainty estimation, confidence calibration, model routing, token selection, early exiting, adaptive visual
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will initially use established datasets and simulation environments to enable controlled comparison with existing approaches. Selected methods can then be evaluated through real-world human-robot
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