Scientists have unveiled a groundbreaking algorithm called η-learning that can predict unprecedented extreme events—like never-before-seen storms or heatwaves—by analyzing historical data to model plausible, high-impact scenarios. Unlike traditional methods that rely on past disasters, this AI-driven tool learns patterns to forecast rare but possible catastrophes, giving planners vital lead time to build resilience. Demonstrated with U.S. precipitation maps, the tech could soon revolutionize disaster preparedness—and even extend to financial markets and robotics, reshaping how we anticipate and respond to global risks.
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