Precision

Precision is the reciprocal of Variance.

$\tau =\frac{1}{{\sigma }^2}$

Why is it called precision?

Because that is what it measures! A small variance yields large precision — our measurement is very precise. Conversely, a large variance yields low precision — our belief is spread out across a large area.