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AI training data glitch causes nonsensical phrase "vegetative electron microscopy" to spread through scientific papers

By

Rayane El Masri

8h ago· 6 min readenNews

Summary

Scientists discovered the nonsensical phrase "vegetative electron microscopy" appearing in published academic papers. The term originated as an error in AI training data and has become a "digital fossil" — a mistake preserved and reinforced by AI systems that is nearly impossible to remove from knowledge repositories. The article explores how AI systems can perpetuate errors once they enter the information ecosystem, drawing parallels between biological fossils trapped in rock and these persistent digital artefacts.

Key quotes

· 3 pulled
This phrase, which sounds technical but is actually nonsense, has become a 'digital fossil' – an error preserved and reinforced in artificial intelligence (AI) systems that is nearly impossible to remove from our knowledge repositories.
Like biological fossils trapped in rock, these digital artefacts may become permanent fixtures in our information ecosystem.
The case of vegetative electron microscopy offers a troubling glimpse into how AI systems can perpetuate an
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Once errors creep into the AI knowledge base, they can be very hard to get out.

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