I agree with the general point that there is, at present, far too much uncertainty to understand the long-term effects of LLMs. It will be somewhere on the scale between "semi-useful toy," "ends white-collar work as we know it," and "accidentally destroys mankind." Beyond that, there isn't much we can say.