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BeliefSim Preprint Tests LLMs on Belief-Driven Misinformation Susceptibility

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Excited to share our new preprint, BeliefSim, where we ask: Can LLMs simulate demographic differences in misinformation susceptibility without reducing people to surface-level demographic labels? We find that beliefs provide a stronger prior than demographics alone. 🧠 (1/n)

8:07 PM · May 26, 2026 View on X