QCD Sum Rules: Bridging the Gap between Short and Large Distances

I discuss aspects of the QCD sum rule method which attracted theorists' attention in earnest at a relatively late stage and are not yet fully solved. This is a slightly abbreviated version of the talk delivered at 15th International QCD Conference “QCD 10,” June 28 - July 3, 2010, Montpellier, France.