#survey-data News & Analysis

3 articles tagged with #survey-data. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · May 286/10

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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

AINeutralarXiv – CS AI · Mar 35/104

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German General Social Survey Personas: A Survey-Derived Persona Prompt Collection for Population-Aligned LLM Studies

Researchers have created GGSS Personas, a comprehensive collection of survey-derived persona prompts based on the German General Social Survey that helps Large Language Models simulate human perspectives more accurately. The collection enables LLMs to generate responses aligned with the German population and outperforms existing classifiers, particularly when training data is limited.

CryptoNeutralCoinTelegraph · Feb 235/10

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How many people actually pay with Bitcoin? Real use cases revealed

The article examines actual Bitcoin adoption for real-world payments through survey data, payment processor statistics, and country-specific case studies. It reveals the gap between Bitcoin's potential as digital money and its current practical usage patterns across different markets and use cases.

$BTC