Operating agenda
- Compare model predictions against real assay outcomes.
- Build failure-case libraries for protein and small-molecule design.
- Connect research passports to lab tasks that produce validation evidence.
Move AI biology from model score to real validation: binding, stability, toxicity, manufacturability, and clinical relevance.