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Judah Cohen’s model won first place for the fall season in the 2025 AI WeatherQuest subseasonal forecasting competition. The winning model combined machine-learning pattern recognition with the same Arctic diagnostics Cohen has refined over decades. The model detected a potential cold surge in mid-December for the U.S. East Coast weeks before such signals typically arise. The forecast was widely publicized in the media in real-time.

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