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#artificial intelligence Review Oct 2026

Evaluating LLM-Generated Preference Distributions

Large Language Models (LLMs) are increasingly used as probabilistic generators for simulation, synthetic data generation, and decision support in settings where real-world data are unavailable. Yet, the structure and reliability of the distributions they produce remain understudied. Here, we systematically analyze LLM-...

Fan Huang, Minsuk Kim, C. Diggans et al. · 0 citations

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