To the extent that AI systems will replace humans at their jobs, it will be a 
gradual phenomenon. It will also be highly uneven, with some jobs and tasks 
more exposed than others.

Historically, unemployment has temporarily shot up during times of great 
technological change but then receded as workers have transitioned to new 
roles. When you average over these technological cycles, unemployment has been 
surprisingly stable for hundreds of years. The question is why things would be 
different this time, especially as AI technology as we know it is a gradual 
evolution of computer technology that has been in widespread use for decades.

In most cases, it is more fruitful to think of human jobs being augmented by AI 
technology than replaced by it.

The increased productivity this affords will become expected of them, and 
AI-assisted writing will become the norm. The same argument can be made for 
many professions: advertising professionals and editors had to adapt to desktop 
publishing technology in the 1990s, which streamlined the process of producing 
printed pages but did not reduce the number of employees in the advertising and 
publishing industries.

At the same time, the lowered cost of producing printed media (and web pages, 
as the same content was increasingly published both on paper and online) meant 
that the demand for publishing and advertising became higher than ever.


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