Nvidia’s AI advantage is moving beyond the GPU
The new generation of data center systems is increasing efficiency with smarter traffic control instead of just more processor cycles.
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Musicians-turned-detectives are hunting for AI grifters
As audio-focused generative tools and platforms have gotten more sophisticated, the internet has become increasingly filled with AI-generated music whose melodies and vocals are algorithmically derived from the work of human artists. While some of the people pumping out this…
LAION drops massive open video dataset with 10 million hours of footage for AI research
LAION's Big Video Dataset (BVD) is one of the largest open video datasets for AI research, with 80 million videos, 10 million hours of runtime, and 55 million auto-described clips. Models trained on BVD beat the previous benchmark, InternVid, by…
Anthropic wants to do for physical hardware what its Model Context Protocol did for software
Anthropic's Model Hardware Standard (MHS) gives AI agents a unified interface to physical devices like robotic arms and lab instruments. In early tests, integration time dropped from weeks to hours. But Claude sometimes failed to grasp physical cause and effect,…
Hugging Face Unveils Microduck: A $399 Open-Source 25 cm Biped You Train with Reinforcement Learning
Pollen Robotics, the Bordeaux robotics team at Hugging Face, opened pre-orders for Microduck — a 25 cm bipedal robot where every movement is a neural policy trained in MuJoCo and exported to ONNX. At $399, it puts the full sim-to-real…
Neocloud Lambda secures $1B in debt to buy more chips
Neocloud Lambda has raised $1B in private debt to buy Nvidia AI chips and lease them to Microsoft. It's the latest in a string of loans, underscoring the high cost of the AI boom.
An Anthropic researcher just gave us a peek at self-improving AI
Given 10 benchmarks for specific misaligned behaviors, the automated systems were able to improve performance on every single one without degrading overall performance.
GLM-5.3-Flash vs Qwen3.8-Flash-Next: Two Chinese AI Labs Independently Converge on the Same Model Architecture
Z.ai and Qwen independently shipped near-identical architectures: 3:1 linear hybrids, compressed indexers, gated residuals, and Muon training.
Open-weight AI companies are the Valley’s hottest acquisition targets
There's a lot of capital pouring into the business of giving models away.
Trump blacklisting of "woke" Anthropic deemed illegal by federal judge
Anthropic refused to support lethal autonomous warfare and mass surveillance.
Vercel AI Open-Sources vgpu: A TypeScript WebGPU Library for AI Agent Shaders
Vercel has open-sourced vgpu, the WebGPU library it built to ship the shaders on vercel.com. It treats .wgsl files as importable TypeScript modules, runs the same shader in the browser, in headless Node.js via Dawn, and in a deterministic CI…
Trump’s EPA wants to let data centers hide their air pollution
Just as new data centers face growing backlash from neighboring communities, the US Environmental Protection Agency (EPA) is about to make it harder for people to weigh in on any pollution those centers create. The EPA plans to toss out…