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A liquid-cooled deskside AI workstation rendered as a cross-section: a 96-core CPU block beside four stacked HBM3e accelerator cards, a rising 'fast-memory ceiling' line, and a locked vault icon representing data that never leaves the site
FeaturedTechnology14 min read

AMD's Threadripper Halo: On-Prem Frontier AI for When Your Data Can't Leave the Building

AMD's Threadripper Halo pairs a 96-core CPU with up to 576GB of HBM3e — the first deskside box that can hold a trillion-parameter model without a datacenter. Here's what that memory actually buys, what it costs, and who should seriously consider it.

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