Getting rear-ended is almost always the other driver's fault, but 7 years ago I was involved in a serious accident (minor injuries, both cars totaled) when the driver in the fast lane decided to pull over and pick up a hitchhiker. Crossed over two lanes, hard on the brakes, and I had no chance to even get off the gas.
The responsibility was 100% his because of "an unsafe lane change".