A couple of facts first, from The Infinity Gauntlet #6.
Thanos said to Nebula "You haven't the vision necessary to properly exploit the infinity gems!"
Strange and Surfer stated "He stands outside the realms of chaos and order."
It's kinda like not knowing ultraviolet light exists. Children don't know it exists so they don't look for it. Nebula is that ...