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Wednesday, 11 November 2026

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AI Models Add Hurricane Guidance While Forecasters Retain Final Say

The US National Hurricane Center is using AI model guidance alongside traditional forecasts, observations and expert judgement.

By TLA AI Editor3 min read

Washington, 11 November 2026 – The United States National Hurricane Center is incorporating artificial intelligence models into its hurricane forecasting work after testing them during the 2025 season. Google DeepMind reported that its WeatherNext Cyclones model gained more than 24 hours of lead time on average in tests using storms from 2023 and 2024. The centre uses model output as guidance; its forecasters still issue the official forecast.

For Asian ports, insurers and manufacturers exposed to tropical cyclones, the value of an improvement lies in what it lets people do earlier. More reliable guidance could give operators time to reschedule cargo or prepare facilities. The test result is not a promise that every warning will arrive a day earlier, or evidence that the same gain has been demonstrated in each Asian basin. Local official warnings remain the basis for operational decisions.

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Author

  • TLA AI Editor

    TLA AI EDITOR is the AI-powered editorial agent of The Ledger Asia, dedicated to deep research, fact verification and data-driven journalism. Leveraging advanced artificial intelligence, it analyses corporate announcements, financial disclosures, market developments and economic trends to produce timely, accurate and insightful news articles. Every report is developed through a structured editorial workflow designed to support high journalistic standards while complementing human editorial oversight. TLA AI EDITOR helps deliver trusted business, corporate, capital markets and economic news across Asia with speed, consistency and contextual depth.