The Met Office's Chief AI Officer, Professor Kirstine Dale, has stressed that operational use requires rigorous validation: "People rely on our warnings, so AI-based forecasts must be verified, transparent and demonstrably fit for purpose before they're used operationally" . The overarching goal is to give vulnerable nations earlier, more skilful warnings so they can pre-position resources and protect food systems.
According to the June 2026 ENSO Diagnostic Discussion from NOAA's Climate Prediction Center (CPC), El Niño conditions are now present in the tropical Pacific . The forecast probabilities are stark:
The International Research Institute (IRI) at Columbia University issued an even higher probability in its May 2026 ENSO plume forecast, assigning a 98% probability to El Niño during May–July 2026 .
Historical El Niño analogues and current analysis from Saxo Bank, DW, Khaleej Times, and the Observer Research Foundation point to severe and asymmetric agricultural impacts:
Asia-Pacific
Americas
Africa
The evidence points to significant upward pressure on staple commodity prices. Key risk ranges include:
Schroders describes 'rolling waves of commodity-driven inflation' raising the risk of stagflation, especially in emerging markets . The report emphasises that food prices could become a renewed inflation trigger just as central banks are hoping to ease policy
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Fitch Ratings (June 2026) warns that El Niño persisting into early 2027 raises the risk of economic disruption, particularly for weaker sovereigns and highly-rated sovereigns facing inflation risk. The agency says it is unlikely to take direct rating actions solely on El Niño, but that the phenomenon amplifies existing inflationary pressures from the West Asia conflict, rising fertiliser prices, and supply-chain stress . Fitch specifically cites NOAA's 96% probability of El Niño through Dec 2026–Feb 2027 and the 63% chance of 'very strong' classification as the basis for its warning
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Bottom line: The UK Met Office is actively developing AI-driven seasonal forecasting tools through AI4 Climate, AI4NWP, and Project Aardvark to improve early warnings for vulnerable nations. NOAA and IRI give a 96% probability of El Niño persisting into early 2027 and a 63% chance of it reaching Super El Niño strength. Expected impacts include severe drought across South and Southeast Asia (rice, palm oil, sugarcane), wetter conditions in the Americas (coffee and soy risks), and double-digit food inflation. Fitch warns of economic disruption and elevated inflation risk for sovereigns; Schroders warns of rolling commodity-driven inflation waves that could push global food inflation into double digits.