I think this is because to actually appreciate a statement in math, you have to understand it. But understanding is the entire sport. Spectating turns you into a player. Few other sports can say that.
It turns out that the footnote in the quote linked is a link to a book with the same title as this blog post. I didn’t see that until after writing it. I guess the author and I had the same thoughts.