Studies
Papers and case studies.
Papers are readable versions of our research, with the maths one click away. A case study is both a paper and a survey at once: the state of a domain, and what we found when we went in.
Selected research
The work the company is built on.
- Case studySeptember 2026
Reading a protein language model
Biological foundation models ship as open weights with no account of what they represent. The standard mitigation is to scrub the training data. We read the model instead, in the language biology already uses: the shape of the protein backbone.
NeurIPS 2026 · main track, poster
Biology · 6 min
Read the paper ↗
- Blog postForthcoming
The state of safe pLM deployment
How protein language models are released, used and supervised today, and what deploying one safely would take.