Depends on what it is. I feel like it's been happening a little bit more lately, especially at work, but I try to look away and remind myself that it's not all my fault and some things are simply out of my control.
Nope, it's not that I am blameless but I always avoid anything that will make people blame me. I prefer someone talking calmly to me for a mistake I did than blaming me for that.