The dinosaurs became extinct because they didn't have a space program. And if we become extinct because we don't have a space program, it'll serve us right!
A good learning algorithm should be able to handle noise and uncertainty in the data effectively.
"The point is not to predict the future, but to prepare for it."
For life to be a fairytale,  perhaps all you need is to believe.