There you go. The difference is that a human can transparently explain to you step by step how they have concluded to a given answer. Humans have always used multiple methods to explain their decisions transparently when questioned to.

AI machines and especially neural networks which LLMs are based on still cannot explain themselves and are as transparent as a black-box.