Fake Bugs Animation

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How we minted our "fake bugs": We programmatically stitched together Latin roots and taxonomic endings to forge binomial names that look legitimate but are absent from NCBI, LPSN, ATCC, and every other recognised database. This synthetic, ground-truth negative set lets us ask: can an LLM tell an authentic species from a skilfully fabricated one?
Escherichia coli
Real bacterial species
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