Microsoft's Shader Model 6.10 Opens Direct Access to GPU AI Engines
… This means that modern GPUs have dedicated hardware for processing AI workloads, typically involving matrix multiplication and accumulation. …
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Top stories
China says 'world's first' offshore wind-powered underwater data center has entered full operation, houses 2,000 servers — 24 megawatt subsea AI facility uses ocean water for passive cooling and offshore wind for power
… Saltwater corrosion, long-term pressure sealing, subsea cable reliability, and maintenance accessibility remain major concerns. Replacing failed hardware is considerably more complex than in conventional facilities, where technicians can physically access racks within minutes. …
Google unveils Googlebook, a new line of AI-native laptops | TechCrunch
… And with the biggest names in PC hardware already signed on, this is a platform play as much as a hardware one -- and a direct answer to Microsoft, which has been pushing its own AI-native Copilot+ PCs since 2024. …
MSI MEG Vision X2 AI+ Introduces AI Holostage and LuckyClaw
MSI has unveiled the MEG Vision X2 AI+, a new flagship desktop PC that combines high-end gaming hardware with a unique AI-focused user experience. The system introduces two major technologies: the LuckyClaw AI assistant and the AI Holostage, a dedicated display integrated directly into the chassis. …
Discussions and forums
Show HN: GlycemicGPT – Open-source AI-powered diabetes management
I'm a Type 1 diabetic and software engineer. Last year I went months between endocrinologists with no clinician reviewing my data. I'm an engineer, so I built the tool I needed — and now I'm open sourcing it. GlycemicGPT…
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Career pivot from bare metal infra to DevOps
Hi, I'm in my first real IT role infrastructure engineer role at a hosting company. Before this I was more on the telecom and hardware side, so the past couple of months have been a steep learning curve. I've picked up a…
DLSS Launches in Dead As Disco early access, plus new looks at STAR WARS: Galactic Racer and 007 First Light
First the article link: https://www.nvidia.com/en-us/geforce/news/star-wars-galactic-racer-launches-october-6-with-dlss-4-5/ From GeForce PR: This week, Dead As Disco enters Early Access, and there are new looks at two h…
Show HN: Forge – Guardrails take an 8B model from 53% to 99% on agentic tasks
Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments.I built Forge, an open-source reliability layer for self-hosted LLM tool-calling.What it does:- Adds domain-and-tool-agnostic guardrails (retry nudges, step e…
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HP laptop pricing is so out of control, management wants us to look at deploying Mac
We're mostly a Microsoft shop so it's made sense to deploy Windows laptops to our end users. We image them with SCCM (sometimes drop ship using Autopilot) and they're hybrid joined giving users a pretty good experience w…
Hark raises $700M Series A for its secretive "universal" AI interface | TechCrunch
… He declined to reveal new details of what he’s working on when TechCrunch peppered him with questions this week, but said investors were impressed by a series of demos from his team. “I haven’t seen anything that feels like something that will really help like the normal person,” Chowdhury said, sp… …
Nvidia Reports Zero China AI GPU Share Amid Export Restrictions Shift
… The Nvidia CEO further emphasized that China remains a competitive force in AI development, even without access to leading U.S. hardware. …
A long-planned Apple CEO transition meets an analyst-driven AI hype cycle
… Cook will remain involved at the board level and continue policy engagement, keeping him tied to Apple& 039;s broader direction. Ternus, a long-tenured leader within Apple& 039;s hardware organization, will assume day-to-day operations. …
They Built the ‘Cursor for Hardware.’ Now, Anthropic Wants In
… On Thursday, Anthropic engineer Felix Rieseberg posted on X to announce that Anthropic has now enabled “a little Bluetooth API for makers and developers, allowing you to build hardware devices that interact with Claude.” He also shared a picture and a GitHub link for a device that looks very simila… …
AI costs begin to bite as agents may increase token demand by 24 times, says Goldman Sachs report — Uber and Microsoft among companies feeling the bite of tokenized billing
… In late 2025, Google, Oracle, and Microsoft all adjusted their plans for hardware in the other direction entirely, suggesting they would make it run for six years before replacing it . That seems impossible to square away with ambitious AI plans and hardware leaps every year. …
Google Unveils Coral Board for Local AI and Edge Computing
… While the performance level is modest compared to modern desktop-class AI hardware, the accelerator is optimized for embedded AI applications, robotics projects, industrial systems, and edge devices where power efficiency and local processing are priorities. …