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AI reveals 800 never-before-seen ‘cosmic anomalies’ in old Hubble images

Julie Bort by Julie Bort
January 28, 2026
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AI reveals 800 never-before-seen ‘cosmic anomalies’ in old Hubble images

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January 27, 2026

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Scientists analyzed more than 100 million image slices from the Hubble Space Telescope archive and discovered hundreds of previously unknown objects.

By Jackie Flynn Mogensen edited by Claire Cameron

A composite of different anomalies discovered by Hubble

Six never-before-seen astrophysical objects from a Hubble Space Telescope data archive.

ESA/Hubble/NASA/D. O’Ryan/P. Gómez/European Space Agency/Mr. Zamani/ESA/Hubble

Join our community of science lovers!

The universe is so vast and the difficulty of discovering everything in the cosmos is so great that we might as well count all the grains of sand in the Sahara. But today, thanks to artificial intelligence, astronomers have revealed more than 800 previously unknown “cosmic anomalies” hidden in the atmosphere. archive data of the Hubble Space Telescope.

Researchers at the European Space Agency (ESA) developed an AI tool that sifted through nearly 100 million image cutouts in the Hubble Legacy Archive, a collection of data from earlier eras. 35 years ago. Incredibly, the AI ​​took just two and a half days to search through the entire archive, a task that would have taken a human research team much longer.

A small image of several galaxies with distorted shapes. The central galaxy is bluish in color with a bright center. It is extended into a long coiled bar. At one end is a reddish galaxy around which the bar curves.

Merging galaxies from the Hubble archives.

ESA/Hubble/NASA/D. O’Ryan/P. Gómez/European Space Agency/Mr. Zamani/ESA/Hubble


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The hunt revealed more than 1,300 “anomalous objects,” including galaxy mergers, jellyfish galaxies (so named because of their gas tentacles), and other unusual features. Among these were dozens of possible gravitational lenses – places where a massive object, like a galaxy, bends light from a given source, like another galaxy – as well as dozens of other strange objects that defied easy explanation. Of all the objects found, around 800 had never been described before.

A small image of a mostly red galaxy. Unusually, it is ring-shaped with glowing spots around the ring, a protruding arm on one side, and a dark hole in the center.

A collisional ring galaxy from the Hubble archives.

ESA/Hubble/NASA/D. O’Ryan/P. Gómez/European Space Agency/Mr. Zamani/ESA/Hubble

The work was published last month in the newspaper Astronomy and astrophysics.

In a statement, Pablo Gómez, ESA data scientist and co-author of the paper, said the AI ​​approach could offer a model for exploring other space science archives. “He [shows] how useful this tool will be for other large datasets,” he said.

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I was a Scientific American subscriber since the age of 12, and it helped shape the way I see the world. SciAm always educates and delights me, and inspires a sense of respect for our vast and beautiful universe. I hope this is the case for you too.

If you subscribe to Scientific Americanyou help ensure our coverage centers on meaningful research and discoveries; that we have the resources to account for decisions that threaten laboratories across the United States; and that we support budding and working scientists at a time when the value of science itself too often goes unrecognized.

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