TheAncientGeek comments on Rationality Quotes July 2014 - Less Wrong
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This is false. It is false in theory and it is false in practice. Learning can occur without theory. I spent years researching and developing systems to do just that. And on the practical side (actually human psychology) learning frequently---even predominately---occurs without theory. Abstract theoretical reasoning is a special case of 'learning' and one that is comparatively recent and under-developed in the observed universe.
Theory answers the question "what should I observe"am, .ir rather it answers it internally. On the absence of theory, a learning entity needs to spoon fed data.