No need to get offended. Maybe I misunderstood the intent behind your original message. I think you made a lot of good points.

I brought up the Markov chain because a common misconception I’ve seen on the Internet and in real life is that LLMs work pretty much the same as Markov chains under the hood. And I saw no mention of neural networks in your original comment.