22 May 2025
LMU Munich researchers found that the internal 'refusal direction' controlling Large Language Model safety is universal across diverse safety-aligned languages. However, cross-lingual jailbreaks occur because non-English content representations are less clearly separated from harmless content in the model's internal space, weakening the universal refusal signal.
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