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> what kinds of roles or areas do we think might be somewhat immune to this effect?

On what time-frame?

Permanently immune? You have to postulate that there's something a human can do that a computer system just can't. To me, given the progress we have already seen, I see no strong reason to imagine that there is such a thing. More precisely, it becomes a metaphysical question about what it means to be human, "What are people for?".

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In the medium term (and this may only be a few years) the role that will come to the fore is that of the human-computer psychologist, so to speak. We already talk about "prompt engineering". There are two questions: goal and context. What do you want the computer to do, and how do you know when it's doing it successfully? -and- What are the side-effects, the "ecology", of the selected solutions? Especially, otherwise unforeseen side-effects.




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