November 15, 2026 Understand what changes. Find what to use.

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NVIDIA announces new features for its local AI hardware lineup

At GTC Berlin, NVIDIA announced updates for its local AI hardware lineup. RTX Spark, recently launched for Windows PCs, can now run the Underdog desktop agent entirely on the device, while 64GB DGX Spark systems begin rolling out on October 23. NVIDIA Sync will support connecting up to eight DGX Spark systems, and Model Launcher will be available later this month.

NVIDIA also announced DGX Station for Windows in December, with support for manufacturing applications and agent harnesses, as well as seven new manageability integrations for the Linux version. The Recursive Flint local coding model is now available, and the company promises day-one support for new Nemotron, GLM, DeepSeek, Qwen, MiniMax and FLUX.3 models, along with accelerations for llama.cpp and vLLM. NVIDIA Cloud Functions is coming to DGX Station in early access.

Why it matters · editorial interpretation

The updates could give teams more options for running agents and models locally, as well as connecting multiple DGX Spark systems. NVIDIA’s promised support for new models and tools also signals an attempt to make this infrastructure compatible with different development workflows, although some features have yet to arrive.

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