LLMs compress U.S. climate opinion diversity and apply uniform gender assumptions that match reality for White and Hispanic Americans but misrepresent Black Americans.
‘Is global warming affecting the weather?’ Evidence for increased attribution beliefs among coastal versus inland US residents.Environmen- tal Sociology, 6(1):6–18, January 2020
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How Large Language Models Systematically Misrepresent American Climate Opinions
LLMs compress U.S. climate opinion diversity and apply uniform gender assumptions that match reality for White and Hispanic Americans but misrepresent Black Americans.