A psu can fry anything. It's less likely with newer ones.
As far as cpus, I'll share my experience.
I garbage pick a lot of computers and a few times I've done silly things like try to fry an egg with a processor etc (no it doesn't work). When you remove the cooler while the computer is running, the processor fries within a few seconds. In the couple I tested, it took the board with it.