Every claim is a measurement, not a boast. Error bars are seeded-bootstrap 95% CIs; the bar’s width is the honesty. “Better” means CI non-overlap vs the frozen baseline — never a point estimate. Solid wall = a hard bound (CRLB, can’t pass); dashed = a resolution frontier (beatable). L0 alerts, never blocks.