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Abstract: Automatic detection and prevention of open-set failures are crucial in closed-loop robotic systems. Recent studies often struggle to simultaneously identify unexpected failures reactively ...

These days, large language models can handle increasingly complex tasks, writing complex code and engaging in sophisticated ...