Jayson_Virissimo comments on Intuitions Aren't Shared That Way - Less Wrong
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Philosophy isn't the only discipline that uses intuition to adjudicate between theories. Even physicists rely on intuitive notions of "simplicity" when arguing for one model over another.
Though most of the time they use straightforward formal notions of simplicity.