You should mine faster than anyone else; enjoy the extra cash and ... keep quiet about your magic pixie powered GPU.

Even if what you said were true, what difference would it make?  Who cares?  Hash rate would increase, difficulty would adjust.  It certainly wouldn't be something that would make you fear for your life.