Hardware

Google is investing $1.5 billion through 2027 to expand its Jackson County, Alabama data center campus while fully self-funding power infrastructure.

NVIDIA and Hugging Face detail how modern GPU simulation engines shorten physical AI training timelines by up to 90% while reducing hardware costs.

NVIDIA has released Cosmos 3 Edge, a 4B parameter open world model delivering real-time robotics reasoning and 15 Hz physical control directly on edge hardware.

Independent benchmarks reveal Apple's on-device SpeechAnalyzer API outperforms OpenAI's Whisper Small on accuracy while running three times faster.

OpenAI details the infrastructure behind GPT-4o's voice mode, which the company says achieves average response times around 320 milliseconds by replacing a three-model pipeline with a single end-to-en

JEP 401, bringing Project Valhalla's value classes into the main OpenJDK repository, has been merged as a preview feature targeting JDK 28, per JVM Weekly.

A Hugging Face hackathon post-mortem reveals Nemotron 30B failed at single-shot 3D game generation, demonstrating persistent limits in mid-sized LLM coding.

OpenAI has broken ground on a 1-gigawatt data center in Michigan, part of its 'Stargate' AI supercomputing project, according to the company.

Epoch AI analysis reveals high-bandwidth memory reached 63% of AI chip component spending by late 2025, driving massive spending increases for tech giants.

OpenAI's blog post on 'Building the compute infrastructure for the Intelligence Age' describes a multi-year plan, internally called Stargate, to build AI-specific data center capacity aimed at AGI-sca

AWS details its foundation model infrastructure, highlighting P6 instances with NVIDIA Blackwell GPUs capable of up to 13.5 PFLOPS dense FP4 performance.

A hackathon prototype called MachinaCheck uses multi-agent AI on AMD MI300X GPUs to cut CNC manufacturability review from up to 60 minutes to under 40 seconds, keeping CAD data on-premise.