I am willing to bet that most of this geolocation success is based on overfitting for Google streetview peculiarities.

I.e., feed it images from a military drone and success rate will plummet.

You're anthropomorphizing a likelihood maximization calculator.

And no, human brains are not likelihood maximization calculators.