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answer: direct
beat: breakthroughs
source: 1 article · updated: October 17, 2026
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Why is laboratory validation still necessary after an AI prediction?

A computational prediction does not establish biological activity under experimental conditions. Researchers need wet-lab evidence to test the candidate's properties and limitations. Further research would also be needed before drawing conclusions about safety, effectiveness in people or whether the work could support a future treatment.

Answered in

AI Found an Antimicrobial Candidate. The Crucial Experiment Comes Next

A protein-function search can help prioritize a research candidate, but prediction and laboratory validation remain different stages.

Crashtech Editorial October 17, 2026 Breakthroughs

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