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Shanghai Artificial Intelligence Laboratory, Renmin University
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StepGuard cuts attack success rates by 77.3% with minimal impact on utility, setting a new standard for safety in LLM-based agent interactions.
Achieving a 93.3% collision avoidance success rate, this framework redefines how robots can safely navigate among fragile transparent objects in real-time.
