Universetoday iconUniversetodaySep 12, 2026

Earth From Orbit Is Unpredictable and Messy. Could 'Liquid' AI Clear the View?

That inconsistency is hard to deal with for traditional software, and can even confuse standard deep learning algorithms. Clouds can block a satellite view, the angle of the Sun can create huge shadows, and orbital paths might not take a system across the same general area for weeks.

Earth From Orbit Is Unpredictable and Messy. Could 'Liquid' AI Clear the View?

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Clouds can block a satellite view, the angle of the Sun can create huge shadows, and orbital paths might not take a system across the same general area for weeks.

That inconsistency is hard to deal with for traditional software, and can even confuse standard deep learning algorithms.

But, according to a new review paper by researchers Raul-Alexandru Gorgan and Dorian Gorgan of the Technical University of Cluj-Napoca, there's a new type of frontier AI that could be able to help.

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Clouds can block a satellite view, the angle of the Sun can create huge shadows, and orbital paths might not take a system across the same general area for weeks. That inconsistency is hard to deal with for traditional software, and can even confuse standard deep learning algorithms. But, according to a new review paper by researchers Raul-Alexandru Gorgan and Dorian Gorgan of the Technical University of Cluj-Napoca, there's a new type of frontier AI that could be able to help.

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