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Microsoft created the mini Surface dev box that Qualcomm couldn’t
Microsoft only just announced a new Surface Laptop Ultra at the weekend, and it's now revealing a miniature Surface PC aimed at developers. The new Surface RTX Spark Dev Box is powered by Nvidia's new Arm-based RTX Spark chips, just like the Surface Laptop Ultra, and is optimized for sustained workloads and local AI tasks. The Surface RTX Spark Dev Box looks a little like the top of an Xbox Series X console, with an aluminum chassis that also doubles as a heatsink.
A first look at Microsoft’s Surface Laptop Ultra and Surface Dev Box
The Surface Laptop Ultra. Microsoft has two new Surface devices arriving later this year, both powered by Nvidia's RTX Spark chips. I got a chance to take a closer look at both the Surface Laptop Ultra and Surface RTX Spark Dev Box at Microsoft's Build conference this week, and while both have the same chip inside, they're utilizing Nvidia's RTX Spark in different ways.
Microsoft Build: Surface RTX Spark Dev Box, Coreutils for Windows, air-gapped GitHub and more
Microsoft’s Build event is under way in San Francisco, USA, with the expected focus on agentic AI but also a few surprises, such as Unix-style Coreutils for Windows. CEO Satya Nadella presented Project Solara, based on future devices which "are not meant to run traditional apps. They are designed for agents," according to applied science group leader Steven Bathiche; it is as much aspiration than specific plans and whether it is dream or nightmare is open to question.
Gear Commit: Dev gadget box personalized from GitHub activity
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Microsoft Build 2026: the 7 biggest announcements
Microsoft just kicked off Build 2026 with a keynote from CEO Satya Nadella and other company leaders. As expected, it was filled with announcements, ranging from new Surface hardware to an always-on personal assistant and updates across Microsoft's in-house AI models. If you didn't watch the event live, you can catch up on all the latest news in the roundup below.
Microsoft plans Linux tools and an RTX Spark desktop for Windows developers
Microsoft's Build developer conference kicked off today, and as with almost everything the company has done in the last few years, Microsoft's opening keynote focused overwhelmingly on AI and other closely related technologies. There's Microsoft Scout, an OpenClaw-based "Autopilot" agent that can hook into Microsoft 365 data to perform tasks for users; several new AI models; an expanded preview of "Codename MDASH," which is a "multi-model agentic scanning system" meant to detect and fix...
Tiny Collaborative Inference for Occlusion-Robust Object Detection
arXiv:2606.02894v2 Announce Type: replace Abstract: Edge AI nodes for search and rescue are increasingly expected to run computer vision locally, yet ultra-low-end hardware imposes hard constraints on memory, compute, and inter-device communication. This work addresses occlusion-robust object detection on devices with less than 1 MB SRAM by combining an MCUNet backbone, a YOLOv2 detection head, and Lite quantisation. Two collaborative inference strategies are evaluated: feature-level fusion,...
Tiny Collaborative Inference for Occlusion-Robust Object Detection
Announce Type: new Abstract: Small edge devices such as IoT surveillance nodes and search-and-rescue (SAR) platforms are increasingly expected to run computer vision locally. On ultra-low-end hardware, however, object detection is limited by available memory and compute, by communication costs when several devices cooperate, and by the loss of accuracy caused by occlusion. The work evaluates occlusion-robust object detection on devices with less than 1 MB SRAM by combining an MCUNet...
Super Yooka-Laylee Kart looks like an old-school Mario Kart for the modern age
Super Yooka-Laylee Kart looks like an old-school Mario Kart for the modern age Playtonic is shifting the Yooka-Laylee series from platforming to familiar-looking arcade racing. Last year's Mario Kart World didn't quite hit the mark for a lot of folks. But during the Summer Game Fest edition of Day of the Devs, one game popped up that looks set to take arcade racing fans back in time.
Gooey: A GPU-accelerated UI framework for Zig
A GPU-accelerated UI framework for Zig, targeting macOS (Metal), Linux (Vulkan/Wayland), and Browser (WASM/WebGPU). Join the Gooey discord Early Development: API is evolving. Example app built with Gooey — chat-zig, an Anthropic Claude client using the Zig 0.16 std.