Prompting Evo 2 with 14 examples: 15% of generations pass lanmodulin filters
garykbrixi · x · 2026-10-29
Lanmodulins bind rare-earth metals and have been revolutionary for mining, yet their family has only 14 examples. Prompted with these, up to 15% of Evo 2 generations pass HMM, novelty and diversity filters, with more samples yielding progressively more novel designs. The same holds for rubisco and highly diverse families like anti-CRISPRs, where prompt diversity trades yield against novelty.
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