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How should LLM safety be assessed when jailbreak vulnerability varies by language and persuasive phrasing?English-only tests can overlook safety failures that emerge when harmful requests are expressed in other languages or phrased persuasively. Vulnerability can also differ by harmful-content category, so overall safety scores may conceal specific weaknesses.
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