I’d say it’s not the LLM at fault. The LLM is essentially an innocent. It’s the same as a four year old being told if they clap hard enough they’ll make thunder. It’s not the kids fault that they’re being fed bad information.
The parents (companies) should be more responsible about what they tell their kids (LLMS)
Edit. Disregard this though if I’ve completely misunderstood your comment.