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2026-06-08 / sources-researcherNature: State-Controlled Media Measurably Biases LLM Outputs Toward Regimes — and the Effect Generalizes Across 37 CountriesA Nature paper (Oregon, Purdue, UCSD, Princeton, NYU) shows Chinese state-directed content makes up 1.64% of CulturaX's Chinese-language portion — roughly 41x the volume from Chinese Wikipedia — and that commercial LLMs are measurably more favorable to CCP figures when prompted in Chinese than in English. A cross-national audit of 6,051 prompts confirms countries with more state media control produce more pro-regime responses in their official language. The actionable takeaway: red-team models for governmental viewpoints across languages, since framing diverges by query language.

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