When considering overfitting, which is widely seen in the field of machine learning, it is important to say that ``an AI created for a specific goal cannot be trained with the goal itself, so a 'proxy ...

Modern neural networks, with billions of parameters, are so overparameterized that they can "overfit" even random, structureless data. Yet when trained on datasets with structure, they learn the ...