An AI tool improves weather forecasts up to a month ahead | Nature

Email Bluesky Facebook LinkedIn Reddit Whatsapp X Save article View saved research This is a summary of: Guan, H. et al . Advancing subseasonal forecasting with machine learning. Nature 658 , 951–957 (2026 ). Access options Access through your institution Access Nature and 54 other Nature Portfolio journals Get Nature+, our best-value online-access subscription 27.99 € / 30 days cancel any time Learn more Subscribe to this journal Receive 51 print issues and online access 185.98 € per year only 3.65 € per issue Learn more Rent or buy this article Prices vary by article type $1.95 to $39.95 Learn more Prices may be subject to local taxes which are calculated during checkout doi: https://doi.org/10.1038/d41586-026-03077-0 ‘Expert opinion’ is published under a CC BY 4.0 licence and Figure 1 is published under a CC BY-NC-ND 4.0 licence. References Cohen, J. et al. WIREs Clim. Change 10 , e00567 (2018). Article Google Scholar Nathaniel, J. et al. Adv. Neural Inf. Process. Syst. 37 , 43715–43729 (2024). Article Google Scholar Hwang, J., Orenstein, P., Cohen, J., Pfeiffer, K. & Mackey, L. In Proc. 25th ACM SIGKDD Int. Conf. Knowledge Discovery Data Mining (eds Teredesai, A. & Kumar, V.) 2325–2335 (ACM, 2019). Mouatadid, S. et al. Adv. Neural Inf. Process. Syst. 36 , 7960–7992 (2023). Article Google Scholar Mouatadid, S. et al. Nature Commun. 14 , 3482 (2023). Article PubMed Google Scholar Download references Reprints and permissions Related Articles Read the paper: Advancing subseasonal forecasting with machine learning The outlook for AI weather prediction Tropical cyclones could be predicted with an extra day’s warning, thanks to an AI model Subjects Machine learning Climate sciences Latest on: Machine learning Climate sciences Using AI to offer personalized health advice News & Views 21 OCT 26 Three reasons why AI is not conscious and perhaps never will be Comment 19 OCT 26 PhD students who write dissertations with AI less likely to stay in academia News 16 OCT 26 Global emissions slow — but world hurtles towards 2 °C of warming News 21 OCT 26 The contribution of salt marshes to wave attenuation during extreme storms Article 21 OCT 26 Amazon carbon emissions driven by human actions amplified by droughts Article 21 OCT 26 Jobs Postdoctoral in Structural studies of mitochondrial DNA replication The University of Gothenburg tackles society’s challenges with diverse knowledge. 58 000 students and 6800 employees make the university a large an... Gothenburg (Kommun), Västra Götaland (SE) University of Gothenburg Global Leading Talent Recruitment at College of Bio-X, Huazhong Agricultural University Join HZAU's global faculty team to advance research with competitive benefits. Wuhan, Hubei (CN) Huazhong Agricultural University (HZAU) Director of Awards/Chief Scientific Officer DIRECTOR OF AWARDS/CHIEF SCIENTIFIC OFFICER The International Human Frontier Science Program Organization (HFSPO) is seeking a Director of Awards/C... Strasbourg, France HFSPO Multiple Tenure-Track Faculty Positions (Assistant, Associate, and Full Professor) Multiple Tenure-Track Faculty Positions (Assistant, Associate, and Full Professor) Miami, Florida (US) University of Miami Miller School of Medicine Talent Recruitment Announcement at the College of Artificial Intelligence Join HZAU's global faculty team to advance research with competitive benefits. Wuhan, Hubei (CN) Huazhong Agricultural University (HZAU)