Yes! When brushes are made, the heads are dipped in a starch solution that makes the hair stiff and protects it during shipping. It is important to remove this solution before painting. Rinsing in lukewarm water with a mild soap will do the trick. Natural-hair brushes may also shed when new. Rinsing before use will remove stray hairs.