Nature Communications presents a study on integrated artificial intelligence advancing early-warning systems for climate risks. The research details how machine learning models fuse weather data and environmental cues, offering actionable forecasts for urgent response. Use this insight to improve disaster preparedness. Takeaway: Advanced AI in climate forecasting sharpens decision-making and resilience.