How is it outdated? Principles of operation of LLMs didn't change because they now talk to themselves before talking to the prompter.
Many people used to say that LLMs were no more than a stochastic parrot, implying that they would be incapable of forming novel ideas. It is quite obvious that that is no longer the case.