You know there is a big chance "it" could become self-aware, don't you?
Oh! And "shutting down"/"resetting" such self-aware being would be murder.
In theory, humanity would build such neural net if it was facing a certain extinction event and that "close" in time which human science/maths had no answer to.
It might give us beyond human science/maths which could save humanity:
Humanity: "Super AI? How could we save ourself from our soon to happen doomsday?"
Super AI: "42"