[0] https://en.wikipedia.org/wiki/ELIZA_effect
It seems clear you don't want to have a good faith discussion.
It's you claiming that we understand how LLM's work, while the researchers who built them say that we ultimately don't.
[0] https://en.wikipedia.org/wiki/ELIZA_effect