C.18.1:7 - Bias-Annotation

Bias	Symptom	Correction
Bigger-is-better bias	More compute, data, capacity, or freedom of action is treated as automatic improvement.	Declare `S`, ScaleWindow, and elasticity class before using the scale claim.
Telemetry-as-objective bias	Coverage or illumination is promoted into dominance by default.	Keep telemetry report-only unless the selector policy explicitly admits it.
Knee-by-story bias	A plateau or knee is asserted from one anecdote or one late observation.	Require scale-probe points, replicates or uncertainty, and a cited threshold policy.