Capability benchmark · Biology
Evo 2 scales genomic foundation models across domains of life
Evo 2 scales genomic foundation models across domains of life: capability signal for AI systems on research-adjacent tasks.
Summary
The Nature paper introduces Evo 2, a biological foundation model trained on 9 trillion DNA base pairs from genomes spanning all domains of life, with a 1 million token context window. The authors report prediction of functional impacts of genetic variation and generative design of genomic sequences at multiple scales.
AI role
AI systems are tested on research-adjacent capabilities relevant to biology.
Narrative role
This is supporting evidence for whether AI systems can perform research-adjacent tasks needed before stronger discovery or acceleration claims.
Caveat
Benchmark, model, or tool performance is an upstream capability indicator, not proof of new scientific discovery.