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Print one warning the first time the robot observation provider runs through, showing live camera resolution and the dataset's training resolution, plus whether we resized. Lets the operator confirm at a glance that the visual prefix really is being fed at the same shape the model saw at training — instead of guessing whether the resize fired silently. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>