Anonymous12 days ago
Nvidia announced the DGX Station for Windows at Computex 2026, a desk-sized workstation powered by the GB300 Grace Blackwell Ultra superchip capable of running trillion-parameter AI models locally for roughly $85,000–$97,000. While the machine addresses real enterprise demands around data privacy and compliance, independent research suggests most organizations deploy models well under 100 billion parameters, and up to 80% of enterprise AI projects fail to reach production — raising questions about whether the market for a trillion-parameter desktop actually exists at scale.