Do you trust AI generated interpretations without seeing the source data?

Been thinking about this after a meeting where someone presented outputs from an LLM-assisted analysis and two senior people just... accepted it. No one asked where the underlying data came from or how recent it was.

I didn't say anything in the moment which I kind of regret. But I also wasn't sure if I was being overly cautious or if that's just how things are moving now.