I can't tell you really anything about a nuclear weapon going off accidently. But I can tell you a lot about the probability of your computer systems getting hacked.

So, yea, expertise gives you more information than a person without it.

It's an Argument from Authority, nothing more.

Well, the people who don't study AIs are probably less able to assess the risk from AI.