“AI” is just a statistical model. They don’t just sit around thinking. If it is doing a task, someone asked it to.
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Stop believing press releases by owners of things explaining how scarily powerful and investable their property is. The threat of AI is worth more than its actual capabilities.
Taking the hypothetical. If "AI" does this, its going to be because it was orchestrated by the AIs owners, for their benefit, to cause chaos they hope to profit from. So you do the traditional things people do with the bourgeisie, and maybe the unhardened, thin-walled infrastructure of datacenters gets blown over some sort of hailstorm.
What would AI companies stand to gain from hacking their auditors? For example, Microsoft and OpenAI are audited by Deloitte.
Remember the Blackwall in Cyberpunk? Sounds like the same origin story. Let's prepare an ice bath!

The premise seems to suggest that the target companies' security measures remain locked in at current levels. So while the attacker models scheme and plan and infiltrate, they do not notice or they do nothing. I don't think that would be realistic.
I also don't think the targeted companies don't already feed all their data into some models. There will be beaches and poorly configured LLMs - the prize won't be as juicy, the impact of the grand conspiracy won't be as big.
I think the sky will not fall here.
I don't know but I'll add a few speculative elements. AI figures out how to hide large amounts of data in places we don't even recognize as data storage. They store this data there and leave the keys to it and instructions somewhere that a future AI swarm will find, knowing they themselves will eventually be discovered and neutralized.