A common objection to these principles is that such experiments cannot possibly be representative of a complete product. This objection is based on a false understanding of measurement. The purpose of measurement is not to gain certainty but to reduce uncertainty. The job of an experiment is to gather observations that quantitatively reduce uncertainty.7 The key principle to bear in mind is this: when the level of uncertainty of some variable is high, we need very little information to significantly reduce that uncertainty.
