Open Source Factory

HARDWARE & DESIGN Nvidia–Hugging Face: What the Reported $12.9B Deal Would Change Open Source Factory · Aug 27, 2026 · 4 min read October 3, 2026 update: This article describes the August report. Subsequent reporting says NVIDIA confirmed the agreement; that does not mean the acquisition has closed. The original uncertainty wording below belongs to the publication date. Image: Hugging Face logo (huggingface.co). Reports of Nvidia buying Hugging Face matter because the hub distributes models used far beyond Nvidia hardware. The accounts disagreed on price and whether anything was signed. This article examines what such a deal could change, while keeping the reported talks separate from a completed acquisition. In this article The strategic case described in the reports The cloud business alongside the model hub How the reported prices compare Questions a completed deal would raise Hugging Face's reported scale Linked source documents The reports do not establish a comple...

HARDWARE & DESIGN Open Robot Models: Budget for a Working System Open Source Factory · Aug 13, 2026 · 7 min read Downloadable robot policies lower one barrier to an experiment. Actuators, cameras, calibration and task data remain part of the setup. The roughly $7,000 AI Sapiens preview is worth comparing as a proposed hardware platform, with shipping configuration and released files still needing confirmation. In this article Models for robot actions The open model stack Published and previewed hardware Investment and deployment reports Accessible experiments and their requirements Can I run a robot model on my PC? How much does a humanoid actually cost? Is AI Sapiens really open source? What's the difference between GR00T N1 and N2? What about Figure, Optimus, and Atlas? Downloadable policies and lower-cost arms have widened access to robotics experiments. The entry price is only part of the setup: actuators, controllers, cameras, calibration and task-specific data still de...

MODELS & COSTS Orbital AI: Follow the Payload Through Power and Cost Open Source Factory · Aug 05, 2026 · 5 min read AI Space NVIDIA SpaceX and NVIDIA’s Orbital AI Plan: Payloads, Power and Cost Starmind's AI1 design and the assumptions behind orbital computing costs. A planned orbital compute payload has to become more than a launch announcement. Power delivery, heat rejection, links and service life determine whether it can do economical work. The SpaceX–NVIDIA proposal is useful to examine through those requirements and the competing cost assumptions. In this article The proposed AI1 payload Demonstrations and announcements Power and thermal trade-offs Competing economic assumptions Other orbital-computing projects Linked source documents The filing, payload design and factory plans are different stages of that proposal. Their scale makes it important to distinguish requested capacity, production targets and demonstrated hardware. The proposed AI1 payload Back on J...