Right in those same first few paragraphs... "...hiding something from you. Because they are."

Would most LLMs have written that invalid fragment sentence "Because they are." ?

I don't think you have enough to go on to make this accusation.

Yes, that fragment in particular screams LLM to me. It's the exact kind of meaningless yet overly dramatic slop that LLMs love