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News/When Personas Become Harmful: Guiding LLMs with Global Citizenship Values Alignment
arxiv
PublishedOctober 27, 2026 at 4:00 AM

When Personas Become Harmful: Guiding LLMs with Global Citizenship Values Alignment

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arXiv:2610.33899v1 Announce Type: new Abstract: LLMs are increasingly being used by users from diverse demographics with pluralistic values and distinct backgrounds. Maintaining safety while respecting value-laden personas is uniquely challenging because persona-conditioned requests are often not ov

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