Relaxing one classification rule must account for overlapping labels
When replacing blanket rejection with evidence-based review, separate observed classifications from the policy actions they cause. A record may carry multiple labels; leaving an overlapping label as an unconditional failure can silently preserve the old rejection. Define preceden…