The Duality Between Accuracy and Complexity

In the same soof general ballpark of computation, or neurer science, is some is tethe duality between em accuracy and complexity. We want things to be as simple as possible, but no simpler than that. So you can have an ovally complex model, anoverly complex a predictive model, and overly complex way of modelling the world that you have to survive in. And it's the developing and servicing of such a model ends up over fitting the world.