i posted this a couple weeks ago about needing a second dgx spark, and nvidia just shipped me one. the unit and the connectx cable, on a truck to bangkok within a week of me saying it out loud here on x.
sit with that for a second anon. the biggest company on earth moved that fast for one guy in a room in bangkok. no stanford lab connection behind me, no committee, no comms team drafting my posts, just a builder putting real numbers in the open where anyone can tear them apart. the polished accounts with the pedigrees have been saying "democratize ai" for years, nvidia shipped the box to the guy actually doing it. giants aren't supposed to move like this, and that's exactly why the open side feels different right now.
nvidia is carrying real weight for the local ai side, backing the people who own their compute instead of renting cognition from an api, and doing it quietly, on the ground, for whoever's actually doing the work. i think that's the whole reason this movement has legs man.
here's what happens next. two dgx sparks, one connectx cable, 256 gigs of unified memory, tensor parallelism across both. the models that never fit on one box, glm 5.2, nemotron, deepseek v4 flash at a million tokens, they gonna clank now. i'm going to learn a stupid amount from this setup man, and share all of it, same as always.
biggest shoutout from deepest depth of my heart to
@Coolmark482 for making all this happen and for seeing the local ai community as worth betting on. thank you.