SemiAnalysis benchmarks show Google's TPUv7 Ironwood delivers up to 50% better performance per dollar than NVIDIA's Blackwell Ultra in inference tests, marking one of the first independent verificatio…
AWS announced it will deploy 2 million additional NVIDIA GPUs (Blackwell Ultra, Rubin, Rubin Ultra) across its global infrastructure in 2027-2028, bringing total NVIDIA GPU capacity on AWS past 3 mill…
Amazon Web Services plans to deploy 2 million additional NVIDIA GPUs in 2027 and 2028, on top of more than 1 million GPUs previously planned beginning in 2026, according to an announcement at NVIDIA G…
Amazon Web Services and NVIDIA announced plans to deploy 2 million additional NVIDIA GPUs across AWS data centers between 2027 and 2028, expanding their 16-year collaboration to include NVIDIA Vera CP…
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…
Businesses invested more than £11 billion in UK data centres in 2025, driven by AI demand, with NVIDIA planning up to £11 billion in 'AI factories' and up to 120,000 Blackwell Ultra GPUs, Microsoft co…
HIVE Digital Technologies announced a five-year GPU cloud services agreement worth approximately $350 million through its subsidiary BUZZ HPC during its Fiscal Q1 2027 earnings call on August 17. The …
An audit by computer science researchers finds that NVIDIA's Blackwell Ultra GPU (B300) nominally supports INT8 tensor-core compute at a 30:1 FP8-to-INT8 ratio, but the format is undeployable by defau…
IBM Corp. will provide infrastructure to Together AI Inc. as part of a $240 million deal announced today, deploying a large cluster of HGX B300 systems on IBM Cloud in the first half of 2027. The plat…
IBM has deployed Nvidia's HGX B300 GPU systems on IBM Cloud, offering up to 144 PFLOPS of FP4 compute per node for regulated industries such as financial services, healthcare, and government. The syst…
ASRock Rack's 4U16X-GNR2 server, powered by two Intel Xeon 6 'Granite Rapids' processors and eight NVIDIA Blackwell Ultra GPUs with NVLink, targets high-end AI training and inference workloads. The sy…
Nvidia CEO Jensen Huang said in an Axios interview on July 24 that the semiconductor industry needs to grow five to ten times to support the AI and robotics revolution, arguing current chip production…
Nvidia donated a DGX GB300 AI supercomputer, the first in the U.S. military, to the Naval Postgraduate School in Monterey to train officers on AI's limits. The system, powered by 72 Blackwell Ultra GP…
NVIDIA GB300 NVL72 set a world record for pre-training DeepSeek-V3 671B at 1,648 TFLOPs per GPU, demonstrating how advances across the AI platform—from silicon to networking to software—push training …
Alternative GPU cloud providers Together AI, Runpod, and Nebius are gaining market share as AWS faces GPU shortages, with Together AI offering H100 clusters at $6.79 per hour on-demand and reportedly …
NVIDIA researchers introduced Nonuniform Tensor Parallelism (NTP), a framework that dynamically adjusts tensor parallelism to maintain high Goodput during large-scale LLM training despite GPU interrup…
Palantir CEO Alex Karp criticized OpenAI and Anthropic's token-based pricing model on CNBC, claiming enterprises face IP risks and wasted costs. The criticism coincided with Palantir's announcement of…
Palantir Technologies and Nvidia announced a Sovereign AI Operating System Reference Architecture (AIOS-RA) for US government and enterprise use, combining Nvidia's Blackwell Ultra GPU systems with Pa…
SGLang achieved a 5x throughput improvement for serving DeepSeek-V4 on NVIDIA GB300 hardware since its Day-0 launch, reaching ~11,200 tok/s/GPU at 50 tok/s/user through kernel and runtime optimization…
Microsoft's Azure cloud platform achieved the fastest AI training results at the largest reported scale, powered by 512 Nvidia H200 GPUs delivering a 28% speedup over prior configurations. The milesto…