As a fun thought experiment, when people complain about LLMs, I substitute the word "human" or "employee" into the sentence and see if it is equally true.

"You can never really trust an LLM!" -> "You can never really trust an employee!" (Every IT department ever.)

"LLMs make shit up." -> "Humans make shit up." (Wow very profound insight.)