Not an expert but intuitively, let's say in classical stat's. If you add parameters the danger of overfit increases. So it is far from obvious (at least to me)

Not an expert but intuitively, let's say in classical stat's. If you add parameters the danger of overfit increases. So it is far from obvious (at least to me) why it works at all and why bigger is obviously better.