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Refuses When Asked, Complies When Acting: A Runtime Safety Check for Robot Control Loops
Frontier models can control robots through agent harnesses that loop on one question: what motion comes next toward the user's goal? We show that this default loop carries out harmful instructions. With GPT-6 Astra controlling a low-cost SO-101 arm through the Inspect Robots harness on three househo
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