Stupid example.
Let’s say that we are leaving in a “flat grass plain” part of the universe, like Kansas. From our not-so-detalied observations, the whole surface of the universe appears smooth and flat like a bowling ball. And it is, if you look at it from very long distance. Let’s even assume that for the most part the Universe is indeed a Kansas-like enviroment.
We are trying to elaborate a model/theory to descirbe how the clouds behave, form, move etc. Sometimes our observations are super-accurate whitin the model, sometimes are puzzling. Galaxy too young, too old, galaxys with lot too much dark matter, too few etc. Nothing that strange or wierd, but there seems to be some inconsistencies. We say: our model must be incomplete, we are missing something. Maybe our constants for evaporation or altitude of clouds or high/low pressure are wrong? Maybe we are missing some misterious molecule in the atmosphere that influence the clouds?
But… what if we get it perfectly right, but some other portions of the universe are not flat grass plains but maybe oceans or hills or high mountains? Not saying that the laws of physics are different, simply that given different enviromental conditions, the appears to be different.
They are not outside our view range. We don’t have the instruments to “zoom” and see that they are not flat green grass plains but strange flat… blue plains? Or we had not zoom because we have assumed that every single slice of the universe is a flat green grass plain.