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English(EN) Google’s Planetary Prediction Engine automates geospatial data discovery, feature construction, model search, and evaluation, reporting gains across health, ris

Google AI 通过新的行星预测引擎自动化全球预测模型

Google Research 推出了行星预测引擎 (PPE),这是一个实验性的 AI 系统,旨在自动化整个地理空间建模工作流程。该系统可自主处理从数据发现和策展到模型训练和评估的任务,将所需时间从几周大大缩短到几分钟。PPE 利用 LLM 选择相关的地理空间数据,将其与基础模型嵌入融合,并在各种模型架构中进行搜索,为公共卫生、粮食安全和环境风险等关键全球挑战提供预测。 AI

影响 自动化复杂的地理空间建模,有可能加速对粮食安全和公共卫生等全球性挑战的洞察。

排序理由 研究论文和博客文章详细介绍了用于地理空间预测的新 AI 系统。

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Google AI 通过新的行星预测引擎自动化全球预测模型

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研究论文和博客文章详细介绍了用于地理空间预测的新 AI 系统。
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报道来源 [3]

  1. Google AI / Research TIER_1 English(EN) ·

    行星预测引擎:通过地球AI实现全球模型自动化

    Earth AI

  2. arXiv cs.LG TIER_1 English(EN) · Evelyn Ma, Rama Kumar Pasumarthi, Kishwar Shafin, Mandar Sharma, Mimi Sun, Hamed Sadeghi, Dav M. Ebengo, Mbulayi Onesime, Rouslan Solomakhin, John Wamburu, William Ogallo, Aisha Walcott-Bryant, Sanxing Chen, Arbaaz Muslim, Yael Mayer, Ronald Ho, Roy Lee,… ·

    行星预测引擎:通过智能数据选择和基础模型嵌入实现自主地理空间预测

    arXiv:2608.26088v1 Announce Type: cross Abstract: Addressing critical global challenges, from food security and disaster risk to disease outbreaks and socio-economic vulnerability, demands high-fidelity geospatial modeling. However, building predictive planetary models remains bo…

  3. Mastodon — mastodon.social TIER_1 English(EN) · k3jph ·

    Google 的行星预测引擎可自动进行地理空间数据发现、特征构建、模型搜索和评估,并在健康、风险领域取得进展

    Google’s Planetary Prediction Engine automates geospatial data discovery, feature construction, model search, and evaluation, reporting gains across health, risk, food security, and Ebola nowcasting. The real advance is automating the statistical interface between a vague questio…