C’mon… there’s no reason to hallucinate information like ChatGPT circa 2022.
It still does that today, unfortunately. A smart man does not trust an LLM further than he can throw it.
You're describing classic criminal enterprise org management.
It's such a typical pattern that RICO statutes have a specific mechanism ("vicarious liability") to still go after criminal leaders when they engage in this behavior.