Garyk Brixi
gbrixi [at] stanford.edu · @garykbrixi
I build discovery engines for biology: AI systems that reveal what's possible so we can prove it in the lab.
Right now I train genome models to understand what evolution wrote.
EvoDesign Lab · Stanford · Arc Institute
Selected work
- Minerva bioRxiv, 2026 · explainer Coevolution as a map of genomic dark matter.
- Evo 2 Nature, 2026 · explainer Genome language modeling across the tree of life.
- Categorical Jacobian PNAS, 2024 · explainer Protein language models implicitly learn coevolution.
- Phalanx TMLR, 2026 · explainer Sliding window recurrences powering new bio models.
For a full list, see Google Scholar.