Gemma 4 E4B + genomic model BOTANIC-1 pinpoints causal melon yield mutation in one afternoon

remilouf · x · 2026-10-14

AI lab Living Models pairs Gemma 4 E4B with BOTANIC-1, a genomic language model, to speed up climate-resilient crop breeding. Gemma prepares and filters genomic data, feeding candidates to BOTANIC-1, which scores evolutionary impact and pinpoints the causal mutation.

In a recent test, the pipeline identified a target melon yield mutation in an afternoon of computation, ranking it #1 out of 2,494 possibilities — work that traditionally takes years of physical breeding.

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Gemma 4 E4B + genomic model BOTANIC-1 pinpoints causal melon yield mutation in one afternoon

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