I think so too. Even how action potentials are received by a neuron, activate a neuron and how it is passed to another neuron is an amazingly complex process. However, these processes might not contribute to the intelligence. In current models they are abstracted away to direct mathematical transformations. But fundamentally, we simply don’t know how or what gives rise to intelligence or even what is intelligence. So, I am fairly sure that AGI is very far away.