The data your models are judged on, written by people who know the field.
Cernira commissions verified specialists to write and review what frontier labs train and evaluate on. The constraints you set are enforced while the expert works.
We commission the problems.
Experts write questions with a single verifiable answer, the reasoning steps, a grading rubric, and the source files needed to solve them.
We review the content you supply.
Preference comparisons, rubric scoring, and labeling.
- Rules enforced while the expert works
- Every item traceable