Opensource AI overtakes Woke AI?
(twitter.com)
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Did you miss the part where consumer hardware is slated to stop being a thing because companies can make orders of magnitude more money by just creating hardware for AI server farms instead?
In a sane market your analysis might hold some water, but we don't have one of those right now.
I can tell you the financials on AI data centers isn't there. There will be a correction in a couple years. Also, when Quantum Enhanced AI comes out, non Quantum Hardware will fire sale and what you say will hold for quantum for a bit but things will change in time. 20 years ago your desktop couldn't do 1/10th of what your cell phone can today. That will still mostly be the case in the future. Also, consider finding 10 guys, form a gang and pool your resources for a computer if needed. Having a gang of men rdy to kill for you for any reason is pretty much going to become a requisite for survival in the next 10-20 years.