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Microsoft unveils AI tool to boost long-range weather forecast accuracy

By PulseAugur Editorial · [2 sources] ·

Microsoft has developed a new open-source machine learning tool called Probabilistic Bias Correction (PBC) that significantly improves the accuracy of weather forecasts beyond two weeks. This tool works by identifying and correcting systematic biases in existing physics-based or AI-driven weather models, rather than requiring a completely new model. Researchers claim PBC can run on CPUs, making it more accessible and cost-effective for weather agencies, and has shown substantial accuracy improvements in tests with leading models. AI

IMPACT Enhances the reliability of long-range weather predictions, aiding sectors like agriculture and emergency response with more accurate planning.

RANK_REASON The cluster describes a new software tool developed by a major tech company to improve an existing application area.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Microsoft unveils AI tool to boost long-range weather forecast accuracy

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12 / 100
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Tool
The cluster describes a new software tool developed by a major tech company to improve an existing application area.
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2 independent sources
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product, infra
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High
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Breaking (< 6h)
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COVERAGE [2]

  1. The Verge — AI TIER_1 English(EN) · Justine Calma ·

    Microsoft has a new machine learning tool to improve weather forecasts

    Old-school physics-based weather forecasting and even new AI models typically become less reliable beyond two weeks, a problem Microsoft claims to have solved using machine learning. Researchers with the company say they've found a new, cost-effective way to make more accurate we…

  2. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    📰 Microsoft has a new machine learning tool to improve weather forecasts Old-school physics-based weather forecasting and even new AI models typically become le

    📰 Microsoft has a new machine learning tool to improve weather forecasts Old-school physics-based weather forecasting and even new AI models typically become less reliable beyond two weeks, a problem Microsoft claims to have solved using machine learning. Researchers wi... 📰 Sour…

    LINKS theverge.com/…/ai-weather-forecast-micros…

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