Complex statistical models can be conscious. The reason AIs aren’t conscious is they’re not embodied beings and don’t have any need to develop it to stay alive.
If we did make them that way, they wouldn't do large-language-model stuff though - what's that got to do with survival? Humans went millions of years without bothering to read that much too.