This is an important distinction but it simplifies the situation in my opinion. A 3 year old may only see one cat, but it has probably seen many other things in its life already. Humans likely also have prewired neurology to recognise eyes and other common features. So the analogy is seem more to me like one-shot or few-shot learning with an already partially trained model.