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Dalian University of Technology
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Chinese toxicity detectors are surprisingly easy to fool with subtle semantic indirection and obfuscation, missing almost 70% of attacks generated by the CITA framework.
Stop blindly transcribing everything into agent memory: MemReader selectively writes memories based on reasoning, slashing noise and boosting performance on temporal reasoning and knowledge updates.
