Modern physics is unthinkable without mathematics. Its conceptual apparatus is permeated by numbers. In ancient and medieval times it was a problem whether mathematics could be useful in fundamental physics. Today we face the opposite problem. Are there any interesting non-mathematical concepts in physics?