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AI Labels a Lot of Stuff as Alien Life

Researchers found a neural network trained on tens of thousands of digital organisms could be fooled by 150 code shifts, raising concerns for biosignature searches.

Summary by Popular Science
‘It’s a very serious vulnerability.’

6 Articles

Scientists from Michigan State University have concluded that modern artificial intelligence algorithms can exhibit alarming unpredictability when searching for traces of extraterrestrial biological systems. During an experiment, the researchers easily misled a specialized neural network: even minor edits to the source data caused the model to misinterpret them as reliable signs of living matter. The main objective of the study... The post Artif…

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Phys.org broke the news in United Kingdom on Tuesday, July 7, 2026.
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