It really is 'different', though, in the same way the Internet was.
It took about 20 years (ie: since The World ISP) for the Internet to work its way into every facet of life. And the dot com bubble popped half-way through that period of time.
AI might 'underwhelm' for another five or ten years. And then it won't. Whether that's good or bad, I don't know.