Reflection AI introduced Beam, its first open-weight model, a sparse Mixture-of-Experts architecture with 501 billion total parameters and roughly 23 billion active per token, aimed at coding, reasoni…
Giga Computing opened GAIFA (GIGABYTE AI Factory Accelerator), its first proprietary AI computing center, in New Taipei City, Taiwan, a six-rack direct-liquid-cooled facility with a planned 700 kW fir…
SemiAnalysis, the semiconductor and AI infrastructure newsletter founded by Dylan Patel in 2020, is projected to surpass $100 million in revenue this year, with the vast majority of the world's larges…
NVIDIA's Vera Rubin NVL72 delivered up to 3.7x higher throughput than the GB300 NVL72 on the Qwen3-VL model in MLPerf Inference v6.1 preview submissions, using vLLM with the NVIDIA Dynamo framework, w…
NVIDIA's Vera Rubin NVL72 system debuted in MLPerf Inference v6.1 with up to 3.7x higher throughput than GB300 NVL72 on the Qwen3-VL benchmark and up to 2.5x higher throughput on DeepSeek-R1, NVIDIA r…
Uptime Institute's 16th Annual Global Data Center Survey reports modal rack density reached 11 kW in 2026, up from 9 kW in 2025, while AI racks such as Nvidia's GB300 NVL72 require up to 142 kW per ra…
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…
Alibaba released the model weights for Qwen3.8-Flash-Next, a multimodal mixture-of-experts model with 176B total parameters, as a preview of the upcoming Qwen4 architecture. NVIDIA provides Day 0 func…
Alibaba released the model weights for Qwen3.8-Flash-Next, a multimodal mixture-of-experts model with 125B parameters plus 51B N-gram embeddings and 6B activated per token, as a preview of the Qwen4 a…
NVIDIA Corp. detailed its Rubin GPU and Vera Rubin NVL72 rack at Hot Chips 2026, targeting agentic AI workloads with a full-stack platform spanning seven chips and five racks. The company claims up to…
NVIDIA introduced NVLink Fusion, a technology that connects custom XPUs to NVIDIA's AI infrastructure, aiming to reduce cost and time-to-market for AI factory builders. The solution offers 3x lower la…
NVIDIA's Vera Rubin NVL72 systems deliver up to 30x higher throughput per megawatt than the GB300 NVL72 on agentic AI workloads, according to new measured performance data from NVIDIA using the SemiAn…
SemiAnalysis's AgentX benchmark shows NVIDIA's Vera Rubin NVL72 delivers up to 30x higher AI-factory throughput per megawatt than GB300 NVL72 for agentic-coding inference, while GB300 NVL72 extends it…
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 …
Alibaba's Qwen team launched Qwen3.8-Max on August 3, a 2.4 trillion parameter sparse Mixture-of-Experts model that runs at over 4,000 tokens per second per GPU on Nvidia's GB300 NVL72 hardware, scori…
Alibaba released the open weights for Qwen3.8-2.4T-A95B (Qwen3.8-Max), a 2.4T-parameter mixture-of-experts model with 95B activated parameters per token, designed for long-context reasoning and agenti…
Cursor Research released Mixture-of-Kittens (MoK), a CUDA kernel that fuses mixture-of-experts computation and communication, delivering a 41% training throughput increase on Nvidia GB300 NVL72 system…
Cursor, the AI coding company, open-sourced Mixture-of-Kittens (MoK), a deterministic MoE training megakernel for NVL72s that fuses communication and computation into a single kernel, achieving a 1.41…
NVIDIA Dynamo, an Apache-2.0 datacenter-scale inference orchestration layer from NVIDIA, sits above vLLM, SGLang, and TensorRT-LLM to coordinate multi-GPU clusters, with published benchmarks showing u…
Nvidia's Jensen Huang announced at GTC that Vera Rubin delivers approximately 10x more inference throughput per watt compared to Blackwell (B200), but the comparison point matters because most organiz…