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  1. Artificial intelligence (AI) has been used to develop early warning systems for various events, including123:
    • Earthquakes: An earthquake early warning system that uses AI to predict how the ground will move during a temblor can give several seconds' advance notice that the shaking is coming.
    • Tsunamis: An early warning system that quickly classifies submarine earthquakes and determines the risk of tsunami events has been developed by scientists at Cardiff University.
    • Pandemics: Scientists in California have developed a pandemic “early warning system” utilizing AI. Upon examining COVID-19 data with this system, researchers discovered that they could have detected “variants of concern” ahead of their official designation by the World Health Organization.
    Learn more:
    An earthquake early warning system that uses artificial intelligence (AI) to predict how the ground will move during a temblor can give several seconds' advance notice that the shaking is coming. A similar system that uses more traditional computing power already exists on the U.S. West Coast.
    www.livescience.com/deep-learning-network-earth…
    An early warning system that quickly classifies submarine earthquakes and determines the risk of tsunami events has been developed by scientists at Cardiff University. The team, from the University's School of Mathematics, combined state-of-the-art acoustic technology with artificial intelligence (AI) to monitor tectonic activity in real-time.
    phys.org/news/2023-04-artificial-intelligence-tsuna…
    LA JOLLA, Calif. — Scientists in California have developed a pandemic “early warning system” utilizing artificial intelligence (AI). Upon examining COVID-19 data with this system, researchers discovered that they could have detected “variants of concern” ahead of their official designation by the World Health Organization.
    studyfinds.org/ai-early-warning-pandemics/
     
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