Summary of Towards Democratized Flood Risk Management: An Advanced Ai Assistant Enabled by Gpt-4 For Enhanced Interpretability and Public Engagement, By Rafaela Martelo et al.
Towards Democratized Flood Risk Management: An Advanced AI Assistant Enabled by GPT-4 for Enhanced Interpretability and Public Engagement
by Rafaela Martelo, Kimia Ahmadiyehyazdi, Ruo-Qian Wang
First submitted to arxiv on: 5 Mar 2024
Categories
- Main: Artificial Intelligence (cs.AI)
- Secondary: Computers and Society (cs.CY); Human-Computer Interaction (cs.HC)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary A customized AI Assistant powered by GPT-4 was developed to bridge the gap between complex numerical flood forecasting models and practical decision-making. The tool leverages GPT-4’s advanced natural language capabilities to search flood alerts, answer inquiries, and integrate real-time warnings with flood maps and social vulnerability data. It simplifies complex flood zone information into actionable advice, requiring no specialized knowledge. The framework was evaluated on relevance, error resilience, and contextual understanding, with performance compared across different GPT models. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary A new AI tool helps people understand flood risks better. Flood forecasting is important for emergency responses, but it’s hard to communicate complex data to decision-makers and the public. The AI Assistant uses a powerful language model called GPT-4 to search for flood alerts, answer questions, and show maps with social vulnerability data. It makes complicated information easy to understand and provides helpful advice. This tool can help make critical flood risk information more accessible and engaging. |
Keywords
» Artificial intelligence » Gpt » Language model
