About
Advisory Board
Guidance on methodology, fairness, and validation practices.
Advisors (upcoming)
Methodology & measurement fairness guidance
We are building a verified advisory roster. In the meantime, this page documents the scope of guidance we seek and the validation standards we expect.
Validation standards
We treat “validation” as a repeatable, documented process: calibration, scoring pipelines, and cohort normalization must be traceable and auditable.