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Microsoft Teases New Era of AI-Driven Devices at Software Developer Conference

The compact desktop uses Nvidia Blackwell hardware and 128 GB of unified memory to run models above 120 billion parameters without cloud API calls.

  • At Microsoft Build 2026, Microsoft unveiled the Surface RTX Spark Dev Box, a compact desktop featuring Nvidia's Blackwell-architecture RTX Spark processor and 128 gigabytes of unified memory designed to run large AI models locally.
  • Microsoft's move directly challenges the per-token pricing model that has defined AI industry economics since ChatGPT launched three and a half years ago, aiming to reduce heavy cloud dependency for developers.
  • Engineered for sustained performance, the Dev Box handles models exceeding 120 billion parameters within a 100-watt sustained thermal envelope, with an aluminum chassis designed to double as a heatsink for continuous operation.
  • Pavan Davuluri, Microsoft executive vice president of Windows and Devices, described the device as "in a different class of performance than Mac Minis, intentionally," with availability expected later this year exclusively through Microsoft.com.
  • The Dev Box anchors Microsoft's three-tier hardware strategy called "unmetered intelligence," where Aion 1.0 models handle lightweight tasks at zero cost, RTX Spark hardware runs mid-range development work locally, and cloud resources address frontier-scale problems.
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The spokesman-Review broke the news in Spokane, United States on Tuesday, June 2, 2026.
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