Right. People say AIs are just “probable next word” machines.
But if I say “What’s the answer to this famously unsolved math problem?” giving the “probable next word” requires a conceptual model capable of solving the problem.
At some point accurate prediction requires comprehensive understanding.
In order to predict the next token it needs to understand the tokens that came before. Otherwise the response wouldn’t be coherent