I think that our entire concept of measuring intelligence is a bit too simplistic because our models aren't giving an accurate picture of reality.

It's like we've figured out that atoms can have a bunch of electrons, and we might be able to guess an approximate number of electrons, but we don't understand that there are multiple orbitals than can be filled in multiple ways depending on the individual in question.