mwengler comments on Rationality Quotes July 2014 - Less Wrong
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Theory is still present. Just because it is not explicitly stated does not mean there is no theory. Abstract theoretical reasoning is learning. The distinction that you are drawing, is just between well stated theory and non-stated implicit theory. (Actually, I suppose it could be viewed as more of a sliding scale depending on how well its explained, how obvious the inferences are etc.,)
At a certain point your arguments become circular. If you define learning as something that requires a theory, and then you "find" unstated theories wherever you find learning...