I'll agree. Many labels are worthless used in reference to one's self. "Brilliant" and "Hacker" among the big ones. They don't really mean anything until someone else recognizes it in you. IMHO, it takes a genuine hacker (acknowledged as such by peers) calling someone else a hacker to make it count. I would say the same applies to "brilliant."
While it might do wonders for one's self-esteem, being called "brilliant" by high school teachers doesn't impress me much. In contrast: If Brian Eno says someone is brilliant, I am quite likely to take his word for it.