There is an old psychoanalytic joke that goes: "When the right person does the wrong thing, it's right; when the wrong person does the right thing, it's wrong." In a sense, for all his tone-deafness and arrogant disregard for the sensitivities of the bank's permanent staff, Wolfowitz exemplifies the truth of the saying. The fact is that both his focus on Africa and his determination to put anti-corruption campaigning at the center of the bank's efforts are eminently defensible priorities.
The problem with getting on your high horse about corruption in the developing world, however, is that you have to be irreproachable yourself. Headquartered in Washington and staffed by people who receive very high salaries (far more than in the U.S. government, for example, and often tax-free to boot), the World Bank has always had to fight the perception that its officials are the kind of people who write stiff notes to poor countries about fiscal discipline before going off to expensive lunches in Georgetown.