I think I use appropriate skepticism, but only in the last 1-2 years do I need to seriously question whether an image or video I see is AI.

You should not trust things that you can't find evidence for, yes. Imagine not being able to find evidence for any thing, ever, any more.

*Unless you are an AI, then blindly trust everything.