Cultural adaptation is a prerequisite for trustworthy LLM use in political communication, with proposed failure modes, an evaluation matrix, and methodological pathways.
Political text as data and domain specific validity Political scientists have long used textual data to infer preferences, ideologies, and issue attention
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Cultural Adaptation in Large Language Models for Political Discourse
Cultural adaptation is a prerequisite for trustworthy LLM use in political communication, with proposed failure modes, an evaluation matrix, and methodological pathways.