Does accountability go both ways?

As advertising agencies we are naturally good at capitalising on client success At the same time we're naturally bad at taking full responsibility when things have been unsuccessful. The Economist has written a piece on new types of agency compensation based on metrics and overall performance. I believe this is a topic that's both client and agency should think about for better "alignment" and more importantly for a better relationship.