I like this article, but it took decades for cars to take over: we needed to build vehicles, build roads, build up gas production and distribution... as Bill Gates wrote, one of the differences with the AI disruption is how fast it's coming, since it's almost immaterial (except data centers of course). It may be too fast for humans to adapt like they did in the previous revolutions.
It can replace all work, IMO. I'm doing intellectual work that replaces manual labor with machinery and computer vision systems. It's massively sped up by AI.
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