Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences

Shiyu Jiang, Xuyin Liu, Zitong Jerry Wang

Genomic language models (gLMs) hold promise for generating novel, functional DNA sequences for synthetic biology. However, realizing this potential requires models to go beyond evo…