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B. Peters

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Jul 2026

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections

As LLMs increasingly shape the political information citizens rely on, no standard exists to assess whether they do so responsibly. We introduce Polistemics, a theory-grounded diagnostic benchmark for evaluating LLMs as mediators of political information in elections. Prior work has treated this task as reproduction ra...

B. Peters, Gabor Hollbeck, Robert Jakob et al. · 0 citations

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