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Renmin University of China
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Bridging the gap between transient experience and persistent capabilities, SPEE enables LLMs to self-improve by evolving their knowledge through a unique experience distillation process.
Scenario-wrapped prompts can significantly weaken LLM refusal safeguards, revealing shared vulnerabilities across model families that enhance attack success rates.
