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Namya Bhatnagar

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#artificial intelligence Preprint Jul 2026

Safety Alignment Illusion: The Cross-Lingual Safety Gap in LLMs

Current safety alignment training for Large Language Models (LLMs) are heavily English-centric. When such safety filters fail for non-English languages, the consequences are immediate and user-facing: voice assistants and spoken dialogue systems may produce stereotype-reinforcing outputs, bypassing the standard English...

Namya Bhatnagar · 0 citations