Impeachment insurance.
My theory at the time was the reason Obama picked Biden was the Russian invasion of Georgia—he suddenly thought he needed someone with some foreign policy credentials on the ticket. (Of course Biden had a history of being wrong on foreign policy pretty much all of the time, but that’s not how it appeared to Democrats.) So it was Putin’s fault.