As you point out what’s missing is the philosophy of mind bit. It’s all just probabilistic NL models that will output _something_, whether it has any concept of rationale or not. What is absolutely astonishing is that ChatGPT can accomplish what it does with just these markov-chain-like methods. I never would have predicted it.