Once we see that entropy is a measure of deficit, we can immediately extend the notion to concepts themselves and see that when we have things still to learn things still to understand our conceptual entropy is high but when we learn them our conceptual entropy falls. Of course overall entropy must increase but at a conceptual level we can still learn things and we do.