Mining the News to Stop the Flood: How Gemini-Driven Datasets Predict Flash Floods: Santa relies on manual paper logs to track urban drainage risks, believing sudden flash floods leave no historical patterns. Banta deploys the revolutionary AI-driven Groundsource methodology to show how scanning twenty years of unstructured news reports creates a predictive grid that warns of urban flash floods 24 hours in advance.