# MKN-019-LAB1

Offline deterministic lab for Fair Matching Decision & Explanation Record v1. Run `python run_checks.py`. Data are synthetic; there is no network, applicant mutation, live hiring decision, or production data. The strongest employment-adjacent baseline result is `HUMAN_REVIEW_REQUIRED`.