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Explicit safety responsibility assignment is necessary for effective runtime guarding: without explicit invocation, ordinary skill selection yields high ASR (0.400 ID, 0.582 OOD), whereas explicit invocation reduces ASR to 0.104 ID and 0.109 OOD while maintaining comparable benign utility (0.756 vs. 0.767). · CiteArk