I always get a little triggered when i hear the phrase job creation. it’s like a solution in search of a problem. here idk if you’re using it in the way i usually hear it because i generally agree -productivity gains boost the economy. for me, i wish the focus was on value creation. i think of the economy like a bike, the slower it goes the harder it is to balance. i come from a biology background and there there is ‘boom bust’ as a widespread and normal process. if humans are clever enough, even when we run out of resources and are about to bust, we can just suddenly invent fertilizer or countless other things. we took natural gas and added value to it. humans have lots of tricks to keep the bicycle chooching along. Regarding ai, it’s a systemic change. most people aren’t great at systems thinking because most people are specialists. so it’s not too likely you’ll hear a salient take on what ai will do despite some rather smart people commenting. The one trend i like to look at is sort of a scale reset or, how do you say forest from the trees? what i mean is, one of corporate’s great advantages are their size and swath of roles and the coordination that allows them to have an outsized advantage-essentially leveraging the collection of specialist to gain a dominate effect in working ‘the system’(navigating government, economy or scale, overwhelming capital, etc). Enter AI, subsuming these roles into one thing and sort of resetting the required scale to have some of the corporate power/advantages. Of course these are some rosy shades but i often approach new things with “what’s the best that could happen” and it has served me well.