LLMs compress U.S. climate opinion diversity and apply uniform gender assumptions that match reality for White and Hispanic Americans but misrepresent Black Americans.
Climate Change in the American Mind: National Survey Data on Public Opinion (2008- 2024), February 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.