Fair enough on the definitions. Perhaps the way I’d ask is then “in the case that one AI system of whatever power succeeds in taking over/permanently ruining society, will the ones before be similar or dissimilar to it?” If they are similar, and they attempted takeovers which failed, then we had a chance to learn; if they are not, then this is effectively one-shot.
I expect that besides advancement of current AIs, such as LLMs, we’ll also have advancements in their set-ups (perhaps centaurs with humans in co-pilot seats, perhaps agent scaffolds that use thousands of agents as one super-agents, perhaps brain-like AI, or stuff not currently imagined) and that one of those improvements takes us over the precipice, rather than GPT x+1 which has expected kinds of improvements.
I see the other commenter has bowed out, and I admit to only skimming your last comment, but the discussion vibes remind me of:
https://slatestarcodex.com/2015/04/21/universal-love-said-the-cactus-person/
And maybe that’s the best 80⁄20 gift I can give you right now, apologies for not being able to dig deeper.