Intel Xeon
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Enhanced performance for server consolidation with Intel Xeon 6+
AI workloads are eating into datacenter capacity faster than most operators can add to it, and once the power budget is spent and the racks are full, the wall is a physical one. Server consolidation, once treated as a long-term efficiency project, has become an immediate operational priority. In our latest Hot Seat, Tim Phillips talks to Kira Boyko, product manager at Intel, about how the Intel Xeon 6+ processor with 288 efficient cores has been engineered with core density in mind to...
If cores are what agents crave, Intel's new Clearwater Xeon 6+ might just quench their thirst
Intel’s Clearwater Forest Xeons were originally designed to power telco networks, SaaS apps, and other high-volume web-scale workloads. But by a stroke of luck, the x86 giant may have also built an agentic AI beast. AI model training, inference, and the GPUs that power them have dominated the discourse for the past few years, but with the rise of agentic harnesses like OpenClaw, CPUs are back in the limelight.
Intel Diamond Rapids to boost core counts to 192, but RIP Hyperthreading
Intel’s upcoming Diamond Rapids Xeon will boost core counts to 192, a 50 percent increase over last generation, the x86 giant revealed at Computex in Taipei this week. But while core counts continue to rise, in doing so Intel has managed to cut thread counts by a quarter. Yep, Hyperthreading – Intel's marketing for simultaneous multithreading – is officially dead.
Intel and pals cram 36,864 CPU cores into a 100kW rack while chasing the agentic AI dragon
Intel is working with Foxconn and other infrastructure providers to develop rack-scale reference designs based on the chipmaker’s Xeon processors. Announced during Intel’s Computex keynote on Tuesday, these blueprints aim to provide greater CPU compute densities for running AI agents at scale. While AI models predominantly run on GPUs and other AI accelerators, the agent harnesses, like OpenClaw, which are used to connect them to tools, terminal shells, code interpreters, and other APIs,...
GPU Acceleration of Collinear and Noncollinear DFT Using a Numerical Atomic Orbital-Based DFT Code
new Abstract: We implement GPU acceleration of collinear and noncollinear density functional theory (DFT) calculations in the numerical atomic orbitals (NAOs) code OpenMX by offloading matrix multiplications and eigenvalue solves (plus selected auxiliary steps) to cuBLAS/cuSOLVER and OpenACC. Benchmarks on the Pegasus supercomputer (per node: a 48-core Intel Xeon Platinum 8468 CPU and one NVIDIA H100 GPU) compare GPU-accelerated and CPU-only runs under identical settings. For a 512-atom...
Gigabyte packs 40 Intel Lunar Lake PCs in a pizza box
Gigabyte showed off a high density server platform at Computex this week that crams 40 low-power compute nodes into a pizza box. Amid a sea of nearly identical MGX and NVL blades, the R1C7-KOA-AS1 was one of the more unusual systems on this year’s show floor. Rather than using Intel or AMD's datacenter class Xeon or Epyc, the machine is powered by dozens of notebook processors.
A 10 year old Xeon is all you need (for 26B-A4B MTP Drafters without GPU)
A 10 year old Xeon is all you need 17 minutes read The previous post covered getting Gemma 4’s MTP drafters quantized and paired with a verifier. This one is about running the result on a machine that has no business running it. I have a recycled server.
Intel's mysterious new datacenter GPU is what Nvidia's Rubin CPX nearly was
Intel offered new insights into its next-gen datacenter GPU codenamed Crescent Island. Alongside supporting enterprise AI deployments, the GPU could fill the void left by Nvidia's Rubin CPX GPUs, which were seemingly shelved late last year following its acquisition of Groq. As datacenter GPUs go, Intel's Crescent Island is certainly an odd duck.
Correlation Is Not Enough: Embedding Human Metadata for Individual Causal Discovery
arXiv:2606.09672v1 Announce Type: new Abstract: Ask a pretrained biomedical language model whether "cortisol 28 ug/dL" and "stock-market volatility" are related, and it returns a cosine similarity of 0.83 on a scale where 1.0 means identical. The two share no mechanism. This is not a corner case: every off-the-shelf biomedical encoder we tested (BioBERT, PubMedBERT, BioM-ELECTRA) scores unrelated cross-domain pairs between 0.76 and 0.92 when the answer should be near zero.
Nvidia jumps into PCs with new Arm-based chip debuting in laptops from Microsoft, Dell, HP
Nvidia has emerged as the world's most valuable company by dominating the market for AI chips in the data center. Now the company is expanding its prowess to chips that will serve as the main processor for personal computers, entering an arena that's long been ruled by Intel, Advanced Micro Devices, Qualcomm and Apple. During a keynote address at Taiwan's Computex conference on Monday, Nvidia CEO Jensen Huang unveiled a new N1X processor made alongside Microsoft.