I think it's a bit of hubris to demand we explain how LLMs can be as intelligent as they are when we barely understand how the ball of meat inside our skulls can be either.

We know that neural networks can simulate any function, given enough parameters. Maybe we've simply found the number of parameters needed to simulate the function of "human level intelligence".

That should humble us, to know that there is some number which we are no more complex than.