Measurements to Overcome Regional Extinction and Population Crises in Korea by Multi-AI Based Recognition: Focus on the Comparative Analysis Generative AI ChatGPT & Gemini

This study aims to explore strategies to overcome Korea’s population crisis and regional extinction by utilizing two generative AI platforms: ChatGPT and Gemini. As local depopulation becomes a pressing national concern, evaluating the effectiveness of current countermeasures is critical. Drawing from policy papers and academic literature published since 2020, the study identifies 42 key policies and examines how ChatGPT and Gemini assess their “importance” and “effectiveness.” The findings reveal that both AI systems highly prioritize strategies such as providing quality jobs, expanding healthcare and childcare services. While both AIs showed similar patterns of recognition, there were noticeable differences in precision, reliability, and responses compared to human intelligence(HI). This research presents the potential and limitations of using generative AI in analyzing policy ideas, and proposes directions for future AI-based policy research through regular repeated measurements and ethical considerations.

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Publication Details

Journal
Culinary Science & Hospitality Research
Published
2025-08-31
DOI
https://doi.org/10.20878/cshr.2025.31.8.002
Primary Topic
Technology and Data Analysis
Type
article
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article

Measurements to Overcome Regional Extinction and Population Crises in Korea by Multi-AI Based Recognition: Focus on the Comparative Analysis Generative AI ChatGPT & Gemini

Hyun‐Jung Choi, Hagchin Han
Culinary Science & Hospitality Research
Technology and Data Analysis
article

Measurements to Overcome Regional Extinction and Population Crises in Korea by Multi-AI Based Recognition: Focus on the Comparative Analysis Generative AI ChatGPT & Gemini

Hyun‐Jung Choi, Hagchin Han
article en

Abstract

This study aims to explore strategies to overcome Korea’s population crisis and regional extinction by utilizing two generative AI platforms: ChatGPT and Gemini. As local depopulation becomes a pressing national concern, evaluating the effectiveness of current countermeasures is critical. Drawing from policy papers and academic literature published since 2020, the study identifies 42 key policies and examines how ChatGPT and Gemini assess their “importance” and “effectiveness.” The findings reveal that both AI systems highly prioritize strategies such as providing quality jobs, expanding healthcare and childcare services. While both AIs showed similar patterns of recognition, there were noticeable differences in precision, reliability, and responses compared to human intelligence(HI). This research presents the potential and limitations of using generative AI in analyzing policy ideas, and proposes directions for future AI-based policy research through regular repeated measurements and ethical considerations.

Culinary Science & Hospitality ResearchVol. 31(8)
Openalex Percentile: Top 65%
Technology and Data Analysis
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