Researchers submitted Purlin, a scale-up GPU collective communication framework that separates orchestration from the datapath, to arXiv on 29 Sep 2026. Purlin specifies collectives as input/output la…
Cast AI's 2026 State of Kubernetes Optimization Report found average GPU utilization across its fleet of 23,000 production clusters is just 5%, with AKS at 2%, EKS at 5%, and GKE at 6%, while the best…
Ornn Data reported that the cheapest qualifying open-weight model on the Artificial Analysis Intelligence Index completes a task at roughly one fifth the cost of a comparable closed model, and that se…
An engineer at g factor detailed how vLLM's PagedAttention and continuous iteration-level batching solve the memory-bandwidth bottleneck in production LLM inference, drawing on benchmarks run on dedic…
Cisco submitted the industry's first multi-vendor accelerator entry to MLPerf Inference v6.1, running a distributed inference service across NVIDIA H200 and AMD Instinct MI350X systems over a Cisco Si…
A Fox News opinion piece argues that President Donald Trump should bar the sale of advanced AI chips to China when he hosts Chinese President Xi Jinping at the White House this month, invoking Ronald …
Huawei Technologies rotating chairman Eric Xu Zhijun said at the Huawei Connect 2026 conference in Shanghai on Thursday that a major domestic shift toward Huawei's Ascend-based AI computing infrastruc…
Researchers introduced block parallelism (BP) and context-sharded block parallelism (CSBP), new distributed parallelism dimensions for training block diffusion language models (BDLMs) on long contexts…
A new arXiv paper (2609.19387v1) introduces AutoTuring, a benchmark that gives the same AI agent the same 15-dimensional accelerator design space twice — once as named architectural knobs with simulat…
Agnes AI released Agnes-3.0-Flash Preview, a 33-billion-parameter open-weight multimodal language model under an Apache 2.0 license with a 262,144-token context window and a hybrid attention architect…
LinkedIn published details of a multi-teacher distillation pipeline that trains a 0.6B-parameter job-search ranking model roughly 8x faster, using a custom SGLang-based framework that serves teacher m…
NVIDIA's GH200 Grace Hopper Superchip modules and baseboards are appearing on eBay at prices below conventional PCIe H200 variants, prompting hobbyists to explore building custom HPC workstations from…
President Trump called Nvidia CEO Jensen Huang mid-all-hands-meeting on Thursday, underscoring how Nvidia's China chip strategy hinges on Huang's direct access to the president, according to Wired. Nv…
On June 12, 2026, Artificial Analysis, in collaboration with NVIDIA, released AA-AgentPerf, a benchmark that introduces 'Agents per Megawatt' as a primary metric for agentic AI hardware performance. I…
AWS and Nvidia announced plans to supply an additional 2 million GPUs to enhance infrastructure for agentic and physical AI systems, building on AWS's existing deployment of over 1 million Nvidia GPUs…
Google engineers reported a 4.7x faster prefill and 3.1x faster decode for Qwen 3.5-397B-A17B on Ironwood TPUs between April and June, achieved by using data parallelism for attention layers and exper…
Nvidia Corp. is set to report fiscal Q2 2027 earnings on August 26, with analysts projecting revenue near $92 billion, roughly double the year-ago figure, as the results serve as a proxy for the AI in…
Compute grew 106x since NVIDIA's P100 in 2016, while memory bandwidth grew only 10.9x, a 10x decline in bytes-per-FLOP that has left AI accelerators bandwidth-starved, according to a chip inventory of…
Nvidia has notified customers and supply chain partners of price increases exceeding 15% on AI-related GPU products, driven by rising high-bandwidth memory costs and surging AI demand. Server GPUs lik…
A quiz by software engineer Sean Godecke found that readers could not identify AI watermarked text, with 73 participants averaging 3.4 out of 10 correct guesses, close to random chance. The quiz used …