math is astonishing, prospects for local ai for smb - save money, have more privacy and security plus data sovereignty
peak ai (for smb) is not for a while but next gen parts are going to continue to improve and not just on a subjective level either. roi and tco and easier to take when token gen keeps getting cheaper
next gen parts will be way better than the dgx spark - it has great networking but with better unified memory you won't need to cluster
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