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cover of episode Here's Why AI is Changing How We Predict The Weather

Here's Why AI is Changing How We Predict The Weather

2025/6/6
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Here's Why

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Mary Hoy
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Stephen Carroll
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Stephen Carroll: 极端天气事件日益增多,对经济和社会造成重大影响。准确的天气预报变得至关重要,人工智能正在改变我们预测天气的方式。我希望了解人工智能如何影响天气预报的准确性和可靠性。 Mary Hoy: 天气预报的准确性在过去几十年里取得了显著的进步,这得益于科技的进步。然而,极端天气使得天气预报更具挑战性,因为它们具有更大的变化性和相对稀少性。人工智能可以通过收集更多类型的数据来帮助改进天气预报,但同时也存在风险,例如基于历史数据训练的AI模型可能低估极端天气的强度。我强调了公共机构和私营公司在天气预报领域角色转变的趋势,以及未来AI模型与传统模型协同工作的可能性。总的来说,我认为人工智能在天气预报领域具有巨大的潜力,但也需要谨慎对待其局限性。

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Technology has helped to improve the accuracy of weather forecasts for decades. Artificial intelligence-driven models are becoming more common, allowing forecasting using far less computation power than previous methods. But how accurate are AI's forecasts, and how is the industry adapting? Our weather reporter Mary Hui joins host Stephen Carroll to discuss.

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