In a blog post, the team at an AI infrastructure company detailed their optimization of Gemma 4 31B on Google's TPU v6e, boosting prefill efficiency from ~32% to ~63% MFU. They highlighted the chip's …
Meta released Muse, a personal agent that runs inside a dedicated Secure VM with a host-side control component called Sentinel that independently evaluates connector policies and network requests, acc…
Nuro, a self-driving technology company founded in 2016, is hiring a Senior/Staff Engineer for Machine Learning - Online Mapping in Mountain View, California, with a base pay range of $193,930 to $291…
Fireworks AI, a Series D company valued at $17.5 billion and founded by the team behind PyTorch, is hiring a Member of Technical Staff, Research for 2026 PhD new graduates, offering a salary of $200k–…
Inception AI released Mercury 2.5, its most capable production model, claiming a 40% increase in intelligence over Mercury 2 with speeds of 1,107 tokens per second and a context window of 260K tokens,…
NVIDIA announced CUDA Rust, a two-track initiative to make Rust a first-class language for writing GPU kernels, with NVlabs open-source projects cuda-oxide for the SIMT model and cutile-rs for the Til…
FEVM introduced two new mini PCs, the FA80G and FN80G, which pack desktop-class AMD Ryzen 9 9950X3D or Intel Core Ultra 7 270KP CPUs with NVIDIA GeForce RTX 5090 Mobile GPUs into a 2.6-liter chassis, …
Samsung Electronics and Taiwan Semiconductor Manufacturing Co. (TSMC) announced plans to adopt ASML's high-NA EUV lithography machines, which cost up to $400 million each, and joined Intel in agreeing…
A technical analysis of the AI inference stack in 2026 maps the path of a single request from application to GPU, detailing layers such as API gateway, inference gateway, distributed serving, inferenc…
Manli introduced its UF (Unlimited Firepower) GeForce RTX 50 series graphics cards, featuring the RTX 5060 OC and RTX 5060 Ti OC, both with 8 GB GDDR7 memory and a G-Sense tilt sensor to detect GPU sa…
AI startup Inception launched Mercury 2.5, a diffusion-based large language model that delivers a 40% intelligence improvement over its predecessor while processing 1,107 tokens per second on standard…
Magic reported that its pretraining recipe is now more than 10x more compute-efficient than leading open-weight base models, matching DeepSeek V4 Pro Base with roughly 50x fewer FLOPs — about half of …
Modders have reworked NVIDIA's DLSS 5 Neural Rendering pipeline to run before upscaling, boosting frame rates from 31 FPS to around 50 FPS on an RTX 4080 in Assassin's Creed Shadows at 4K with DLSS Pe…
Amazon Web Services benchmarked two 30B Mixture-of-Experts LLMs on SageMaker AI, showing that new G7 instances powered by NVIDIA Blackwell GPUs deliver measurable gains in throughput, latency, and cos…
A new mod by developer Marcelo Guibout runs Cyberpunk 2077 with DLSS 5 on a second GPU, separating game rendering and neural rendering to boost performance, reminiscent of SLI or CrossFire setups. The…
NVIDIA CEO Jensen Huang declared that 'AGI has arrived' in response to Crusoe CEO Chase Lochmiller congratulating OpenAI on the launch of its GPT-6 Astra model, which Lochmiller said 'made Abilene the…
A September 9, 2026 analysis of twelve AI accelerators from NVIDIA, AMD, Google, AWS, Cerebras, and Tenstorrent finds that memory per dollar, not FLOPS, is the primary purchasing criterion for AI comp…
A benchmark of five OpenClaw skill scanners found that agent-based auditing dramatically outperforms static analysis, improving recall from 8% to 95% on a test set of 60 skills. The Trent AI team's Op…
NVIDIA is reportedly preparing a GeForce RTX 5070 variant built on the larger GB203 die instead of the GB205 chip, according to leaker hongxing2020, who also mentioned a new driver arriving on Septemb…
NVIDIA announced CUDA Rust, a native GPU programming toolchain for Rust, with two tracks: SIMT (cuda-oxide) and Tile, to mature through 2027. The SIMT track, cuda-oxide, is a custom rustc codegen back…