Ai Ml
ADD for HR: Rubrics as Specs, Calibration as the One Gate
AI screening reads objective and can be quietly biased. ADD makes the calibrated rubric the frozen contract, a gold-set plus counterfactual bias probes the red tests, and adverse-impact tracking the evidence — so a human, never the model alone, owns every decision about a person.
11 min read