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So how this is different from, say, manufacturing? Or pretty much any business for the last few centuries?
I think I would update my position here to say that AI is different from manufacturing, in that you can have small scale manufacturing operations (like 3D printing as username2 mentioned), that satisfy some niche market, whereas I sort of doubt that there are any niche markets in AI.
I've noticed this a lot with "data science" and AI startups - in what way is their product unique? Usually its not. It's usually a team of highly talented AI researchers and engineers who need to showcase their skills until they get aqui-hired, or they develop a tool... (read more)