The Weather and Climate Science AI Revolution Isn't Revolutionary

Original: The weather and climate science AI revolution isn’t revolutionary

AI speeds up weather forecasting but faces limits with extreme events and physical laws, making it an evolutionary tool rather than a revolution.

While AI models like Google's GraphCast have dramatically accelerated weather forecasting, experts argue the "AI revolution" in climate science is overstated. Machine learning models struggle with unprecedented extreme events due to their reliance on historical training data, and they often violate fundamental physical laws. Consequently, AI is currently acting as an emulator to speed up traditional physics-based models rather than replacing them, pointing toward a hybrid future.

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