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Is there an end to the RAM crisis?
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I think the era of personal computing is dying out and remotely hosted software in data centers is superceding it. Even if AI overarching goals of reaching "true AI" fail, the data centers will be repurposed for literally anything else from hosting gaming to professional software to video processing, media, etc... People in rich countries will always be able to build their own personal computer for their own consumption but the people from poor countries are not in that position and will be the primary clients of these data centers.
You've got it backwards. Rich countries have the infrastructure for networked solutions.
Developing countries don't have reliable fast internet or reliable power to rely so heavily on cloud services.
Better yet, it's gonna be an opportunity for western infrastructure companies to enslave, yet again, the underdeveloped with predatory infrastructure loans like they did back in post-WW2.
I think most poor countries today are more likely to offer an internet connection that can bearably support cloud services than they are to offer their working people with a good enough income to be able to afford the future price of personal computers.
It's also to the benefit of their capitalist class to develop internet infrastructure so that's another motive to actually do it