The AI technology we're using isn't "new" the core idea is several decades old, only minor updates since then. We're just using more parallel processing and bigger datasets to brute force the "advances". So, no, it's not actually that new.
We need a big breakthrough in the technology for it to actually get anywhere. Without the breakthrough, we're going to burst the bubble once the hype dies down.
Not really? I mean, only partially.