ShardPhoenix comments on Lessons from weather forecasting and its history for forecasting as a domain - Less Wrong
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IIRC for a genuinely chaotic system, long-term predictions diverge for any error in the starting measurements, no matter how small. So if weather behaviour is really chaotic then precisely predicting it in the long-term isn't physically possible.
Unless you start controlling the weather...,