Evo 2 Archives

Mechanistic interpretability of Evo 2 reveals DNA, RNA, protein and organism-level features -- Nature

AI - Data - Apps - Cybernetics, Biochemistry & Organic Chemistry, Biosignatures & Paleobiology, Citizen Science / Open Science, Commercial & Private Sector, Genomics, Proteomics, Bioinformatics, Nanotechnology & SynBio, Origin & Evolution of Life, Planetary Protection & Biosafety, Status Report

With Evo 2, AI Can Model And Design The Genetic Code For All Domains Of Life

by Keith CowingMarch 7, 2026March 7, 2026

The DNA foundation model Evo 2, first released in February 2025 as a preprint, is now published in the journal Nature. Trained on the DNA of over 100,000 species across […]

Overview of model architecture, training procedure, datasets, and evaluations for Evo 2.

AI - Data - Apps - Cybernetics, Biochemistry & Organic Chemistry, Biophysics, Biosignatures & Paleobiology, Citizen Science / Open Science, Commercial & Private Sector, Genomics, Proteomics, Bioinformatics, Nanotechnology & SynBio, Status Report

Genome Modeling And Design Across All Domains Of Life With Evo 2

by Keith CowingFebruary 21, 2025March 7, 2026

All of life encodes information with DNA. While tools for sequencing, synthesis, and editing of genomic code have transformed biological research, intelligently composing new biological systems would also require a […]