1) AI really does require a scaleup in compute power. In other words: you will be upgrading your hardware or use old software (at least if you want to run local or host your own saas)
2) the AI buildout means you can't buy the hardware, you can only rent it "in the cloud", because the AI buildout makes everything too expensive. Including memory, a nonnegotiable component of any computer or server
It only works, of course, if Amazon and Google and Meta and ... keep buying for another 2-3 years but that seems to be exactly what's happening.
Worst of all: monopolies used to at least require investment. But Amazon and Google aren't investing, really. They're still net profitable companies. It's almost insulting.