Their ability to superficially mimic cognition, in a way that not only raises significant philosophical questions but also seems (rightly or wrongly) to bring the prospect of "true" AI tantalizingly closer.
I do think that it’s quite a leap to assume that. It is very good at mimicking, but the same way some parrots can talk, they are endlessly far from human cognition. That jump is very very non-trivial.