The GP's post was not about early development, but about all human learning, including higher learning and advanced physics. Sure, there are modes of learning that are pure experimentation, but there are many other modes of human learning.

Even children, after some point, start developing a model and then designing experiments to test hypotheses to refine that model, which is not at all how machine learning works.