Reports
AI-generated structured vendor updates
NVIDIA Vera Rubin Goes Global: 10x Token per Megawatt, Locks In AI Factory Standard
NVIDIA announces full production and global delivery of Vera Rubin platform, with CoreWeave and cloud providers deploying NVL72 systems. Featuring Vera CPU and Rubin GPU, the platform delivers 10x token throughput per megawatt over Blackwell, enabling gigawatt-scale AI factories across 350+ sites.
CrowdStrike Partners Cerebras for Sub-Millisecond AI Security Inference
CrowdStrike and Cerebras announce strategic partnership integrating Falcon AIDR with Cerebras wafer-scale inference for sub-millisecond threat detection. Cerebras also deploys CrowdStrike to secure its AI infrastructure. This marks a shift from GPU to dedicated wafer-scale chips for security AI.
Qualcomm Acquires Modular: Challenging NVIDIA's CUDA with Mojo Language for Full-Stack AI
Qualcomm completes acquisition of Modular, retaining Mojo language, MAX inference engine, and Modular Cloud. This marks Qualcomm's strategic shift to a full-stack AI platform, directly challenging NVIDIA's CUDA ecosystem and enabling AI deployment from edge to cloud.
NVIDIA Rubin GPU Detailed: 3nm Dual-Die, 336B Transistors, 288GB HBM4, NVLink 6 Doubles Bandwidth
NVIDIA unveiled the full Rubin GPU architecture at SIGGRAPH 2026: 3nm dual-die, 336B transistors, 288GB HBM4 with 22 TB/s bandwidth, and NVLink 6 at 3600 GB/s. The NVL72 rack integrates 72 GPUs with 36 Vera CPUs, requiring full liquid cooling due to >1000W TDP.
Qualcomm Acquires Modular: Control Shifts from Silicon to Mojo Language in Full-Stack AI Play
Qualcomm completes acquisition of Modular Inc., acquiring Mojo programming language, MAX inference engine, and Modular Cloud. Chris Lattner joins as EVP of AI Software. This marks Qualcomm's strategic shift from a pure hardware chipmaker to a full-stack AI computing platform, aiming to control AI workloads through software ecosystem.
苹果M7芯片跳过M6代际直指端侧AI推理加速
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NVIDIA通知合作伙伴GPU套件全线涨价
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AMD Unveils 6th Gen EPYC Venice, MI400 GPUs, Helios Rack for AI Inference
AMD launches 6th Gen EPYC Venice (2nm) and MI400 series GPUs, with MI455X claiming 34x token throughput improvement. The Helios rack solution integrates 72 MI455X GPUs with 18 EPYC CPUs via Pensando networking and ROCm software, offering 30% more inference tokens per dollar than competitors. Adopted by OpenAI, Meta, and others.
DeepSeek Claims China Will Phase Out NVIDIA in One Year with Huawei Ascend 950 and Self-Developed Tile Language
DeepSeek founder claims China will phase out NVIDIA within a year, with Huawei Ascend 950 SuperPod matching GB200/GB300 performance. DeepSeek is developing its own inference chips and Tile Language to reduce CUDA dependency, marking a critical shift from import substitution to an independent AI compute ecosystem.
NVIDIA Vera Rubin NVL72 Enters Production, 10x Energy Efficiency Reshapes AI Infrastructure
NVIDIA has announced full production of the Vera Rubin NVL72 platform, with first shipments to CoreWeave, Microsoft, Amazon, and Oracle. Each rack integrates 72 Rubin GPUs and 36 Vera CPUs, delivering 10x improvement in energy efficiency and inference cost over Blackwell for agentic AI workloads, marking a new era of rack-scale AI infrastructure.
AMD发布第六代EPYC Venice处理器与Helios机架级AI解决方案
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Alibaba Cloud Unveils Agent-Native Suite and Open-Source SAIL Stack to Rival CUDA
At WAIC 2026, Alibaba Cloud launched its Agent-Native cloud suite (AgentLoop, AgentTeams, AgentRun, TokenWorks), open-sourced the T-Head SAIL AI software stack, and unveiled the 2.4T-parameter Qwen 3.8-Max-Preview model and Zhenwu M890 supernode, marking a comprehensive push into agent-native cloud and open-source AI ecosystem.
Anthropic Claude Opus 5 Goes GA on AWS Bedrock with 0% Prompt Injection
Anthropic launched Claude Opus 5 on AWS Bedrock across 4 regions and on Claude Platform. Auto Mode achieves 0% prompt injection in 129 browser agent tests, refuting OpenAI's claim. Priced at $5/$25 per M tokens, it offers leading performance at half the cost of Fable 5.
Microsoft Launches MAI Models, Slashes GPU Costs 89%, Reducing OpenAI Dependency
Microsoft unveiled MAI-Image-2.5-Pro and MAI-Voice-2-Flash on Azure Foundry, achieving 96.8% text rendering accuracy at 8K and reducing GPU costs by 84-89% vs GPT. Integrated across Bing, PowerPoint, and Dynamics 365, it marks a strategic shift from OpenAI dependency. Also, NVIDIA Jetson heads to the moon for edge AI.
AMD Helios Enters Production: 12-Stack HBM4 Outmuscles NVIDIA, UALoE Opens AI Network
AMD's second-generation Helios rack-scale AI server enters full production, featuring 72 MI455X GPUs with Samsung's exclusive 12-stack HBM4 (31TB per rack). Compared to NVIDIA's 8-stack design, it offers 50% more memory and 30% lower token cost. Microsoft Azure commits to large-scale deployment, solidifying hyperscaler dual-vendor strategy.
AMD and Cerebras Unveil Disaggregated AI Inference with Wafer-Scale Engine
AMD and Cerebras launch a disaggregated AI inference solution combining the Helios Rackscale system (6th-gen EPYC Venice CPUs + up to 72 Instinct MI455X GPUs) with the Cerebras WSE-3 (4 trillion transistors) via Infinity Fabric, targeting ultra-low latency and high throughput for AI inference, challenging traditional GPU clusters.
AMD launches world's first 2nm GPU MI455X and Zen 6 EPYC, targets NVIDIA and Intel
At Advancing AI 2026, AMD announced 46% data center CPU market share and launched the world's first 2nm GPU, Instinct MI455X, with CDNA architecture and HBM4 memory. The 6th-gen EPYC Venice (Zen 6) was also unveiled, targeting AI workloads.
NVIDIA and Wistron Launch US-Based GB300 Production, Shifting AI Manufacturing Landscape
NVIDIA partnered with Wistron to open a $700M factory in Texas, achieving L6 integration of the GB300 Grace Blackwell Ultra system. The first US-made unit contains 1.5M parts, weighs 2 tons, and costs $4M. This milestone accelerates US AI capex localization from 5% to 30%, reshaping the global AI supply chain.
OpenAI Launches Presence Agent Platform, Shifts Control Plane to Lock Enterprise AI Deployment
OpenAI launches Presence, an enterprise agent deployment platform integrating model inference, permissions, policies, evaluation, and escalation tools, shifting the control plane from models to the platform. ChatGPT Health is now fully available to US users 18+, integrating Apple Health, accelerating consumer AI agent adoption.
Google Begins Gemini 4 Pre-training with 4M+ Context and Monthly Releases
Alphabet confirms start of largest pre-training run for Gemini 4, featuring 4M+ context and native multimodality with near-monthly releases. 2026 capex raised to $195-205B, Google Cloud Q2 up 82%, signaling full-stack AI acceleration.