C.21:8 - Bias-Annotation

C.21 counters dashboard, standard-status, popularity, and pseudo-precision bias. A public standard can have little adoption; a widespread practice can lack formal recognition; a dense relation map can preserve important losses; and a polished dashboard can represent weak or stale claims. The progressive path keeps the remedy proportional.