Evo 2 generates complete Cas9 loci from 4 natural loci in prompt at ~10x less compute

garykbrixi · x · 2026-10-29

The author reports that on protein-RNA systems, neither Evo 1 nor Evo 2 could generate Cas9 from partial loci, and producing EvoCas9 required fine-tuning on tens of thousands of loci.

With four natural loci in the prompt, Evo 2 generates complete loci containing a CRISPR array, tracrRNA and Cas9. Per-sample pass rate is lower than fine-tuning, but generating a library costs about 10x less compute and yields more diverse designs.

Related event: Evo 2 exhibits emergent in-context learning, enabling few-shot genomic design(14 posts)→

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