AINeutralarXiv – CS AI · 3h ago6/10
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Using Zero-Shot LLM-Generated Survey Data for Geographically Explicit Population Synthesis
Researchers evaluated whether zero-shot LLM-generated survey data can supplement traditional population synthesis workflows, using GPT-4 and Gemini to create synthetic health survey records for Colorado and Mississippi. Results show LLMs capture geographic variations reasonably well but with variable-dependent performance, suggesting promise as supplementary rather than replacement data sources.
🧠 GPT-4🧠 Gemini