I've reread your post a few times and I can't make heads or tails of it. I don't even disagree with anything you've said, it just seems like a total non-sequitur; nothing you've said gives any reason to disbelieve that AI will put (many) people out of work.
If you can't explain your idea, I doubt it possesses any merit. A commoditization of AI as you're describing does not in any way rule out mass unemployment.
> high context fox-like (a la terrence tao's foxes and hedgehogs)
Pedantically, I think you mean Isaiah Berlin's foxes and hedgehogs[0].
> assuming we dont have some incredibly unlikely massive mobilization towards post-work post-scarcity thinking with active social safety nets
The problem being that we're not actually heading toward post-work or post-scarcity. We're heading towards post-knowledge-work. Any chance of UBI or similar will be summarily shot down by the Epstein class, most likely by using their ownership of 90+% of the media to drive a class war between the ascendant blue collar workers and the collapsing white collar workers.
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