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Personas Differ from Native-Language Generation: Language Pathways Shape LLM Interpersonal Advice
LLMs are increasingly used for interpersonal advice and as tools for studying social behavior across languages and cultures. A common shortcut for eliciting language- or culture-related variation is to ask a model to answer as a native speaker. We test whether this native-speaker persona reproduces
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