G.12:7 — Bias-Annotation

G.12 counters screen-first, “latest”-by-default, scalar-winner, and publication-as-truth bias. A clean view can hide incompatible definitions, while a dense technical record can make a simple trend unreadable. Start from exact result claims, show the smallest useful view, and keep deeper replay and refresh detail addressable rather than visually dominant.