Reports
AI-generated structured vendor updates
MediaTek targets Google TPU v10 and Meta AI ASIC orders with 400G SerDes
MediaTek announces 400G/448Gbps SerDes ready by 2027, targeting Google TPU v10 and Meta AI ASIC orders. It has secured major TPU v9 orders and aims for 15-20% ASIC market share, leveraging 2nm process for data center AI chips.
MediaTek Approves $5B for Data Center AI Chips, First Custom Accelerator to Tape Out in Q4
MediaTek's board has approved a $5 billion self-funded budget to expand into data center AI chips. Its first custom AI accelerator will tape out in Q4 2025, targeting over $2 billion revenue by 2026 and 15-20% market share by 2027. This signals a strategic pivot from mobile SoCs to AI infrastructure.
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 and SK Group Lock HBM4 Supply and Launch Sovereign AI Factory Model with $500B+ Deal
NVIDIA and SK Group announced a $500B+ AI partnership including a 2GW AI factory using Vera Rubin and HBM4, long-term HBM4 supply lock, and a $1B NVIDIA investment in Naver (with $9B from Brookfield). Samsung and Broadcom signed a $200B deal. This signals a new era of sovereign AI infrastructure and supply chain deep-locking.
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.
AMD Helios Full-Stack AI Server Deployed on Azure, UALoE Open Standard Challenges NVLink
AMD and Microsoft Azure announce large-scale deployment of Helios full-stack AI servers, featuring 72 MI455X GPUs, 18 EPYC Venice CPUs, and Pensando DPUs, with 31TB HBM4 and 1.7PB/s memory bandwidth. Two new Azure VM series target Agentic AI and semiconductor design, marking Microsoft's multi-vendor strategy and challenging NVIDIA's dominance.
Intel Foundry 18A Yields Jump to 85%+; EMIB Packaging Hits 98%, Challenging TSMC N2
Intel Foundry 18A yields surged from 65% to 85%+ in a single quarter, approaching TSMC N2's 90%. EMIB advanced packaging yields reached 90-98%, turning a former bottleneck into a selling point. NVIDIA, AMD, Apple signed on but mostly as secondary suppliers.
Samsung GAIA AI PC Chip Samples with Memory-Centric NPU, Targeting 50 TOPS
Samsung launches GAIA AI PC processor with 4nm process and memory-centric NPU, integrating LPDDR5X controller with NPU for near-memory computing, achieving 40% energy efficiency improvement and 50 TOPS. Certified for Microsoft Copilot+ PC, Lenovo to adopt in Q4 2026.
Anthropic企业AI采用首超OpenAI 300亿年化收入运行率确认
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AMD Unveils Zen 6/7 CPU and MI400/500 GPU Roadmap, Targets NVIDIA Rubin with HBM4 and 2nm
AMD unveiled its Zen 6/7 CPU and MI400/500 GPU roadmap at its 2026 Financial Analyst Day, featuring TSMC 2nm process and HBM4 memory. The MI400 series boasts 432GB memory, 19.6TB/s bandwidth, and 40 PFLOPs FP4 performance, directly targeting NVIDIA's Vera Rubin architecture with an annual cadence to disrupt the AI hardware monopoly.
xAI Grok 4.5 Beta: 1.5T Param V9 Base, Cursor Integration Locks Tesla/SpaceX Ecosystem
xAI launches Grok 4.5 with a 1.5T parameter V9 base, integrating Cursor data for internal Beta at SpaceX/Tesla. Performance claims approach Claude Opus, but market share drops to 3.4% and Colossus compute utilization is 11%. This vertical integration aims to create a closed AI supply chain but risks ecosystem lock-in and resource misallocation.
Samsung and SK Hynix Announce $300B Investment to Dominate AI Memory and Foundry
Samsung and SK Hynix announce a 10-year, 1,000 trillion won investment plan to expand HBM4 production, improve 3nm GAA yield, and build new AI chip fabs. This aims to cement their HBM duopoly and close the gap with TSMC in advanced foundry, reshaping global AI infrastructure supply chain costs.
Microsoft Cuts Azure China R&D: Geopolitics Forces AI Cloud Retreat
Microsoft is cutting 200-400 Azure R&D roles in Beijing and Shanghai, with departures by July 2026. US AI chip export controls and China's data security laws make frontier AI development impossible. Azure China, operated via 21Vianet, has <5% market share vs Alibaba (30%) and Huawei (19%).
Arm Server Share Hits 45%: NVIDIA's Bundling Strategy Reshapes AI Infrastructure
IDC data shows Arm-based servers now hold over 45% of the global server market, driven by NVIDIA's bundling of its Arm-based Vera CPU with GPU systems like NVL72 and Rubin. x86 share shrinks to 52%, while accelerated systems contribute over 70% of revenue. ODM direct sales account for 50.2%, with Dell revenue growing 244.1% YoY.
Arm's Self-Designed AGI CPU with Meta: Ecosystem Shift from Licensor to Silicon Vendor
Arm unveils its first self-designed data center CPU, the AGI CPU, with 136 cores on 3nm, purpose-built for agentic AI inference. Co-developed with Meta, which will deploy it across its data centers. Claims 2x rack performance over x86, reducing AI capex by $100B per gigawatt. Signals Arm's shift from IP licensing to direct silicon sales, reshaping ecosystem dynamics.
Arm AGI CPU Demand Doubles, Targets AI Inference Control, Threatens x86 Dominance
Arm doubled its demand forecast for its first in-house datacenter CPU, the AGI CPU, projecting over $2B revenue in FY2027-2028. The 136-core, 3nm Neoverse V3-based chip targets agentic AI inference, claiming 2x rack-level performance over x86. Meta is a key partner; OpenAI, Cloudflare also onboard. This marks Arm's strategic pivot from IP licensor to direct silicon vendor.
TSMC Capacity Crunch Reshapes Foundry Landscape: Google, AMD, Tesla Move to Samsung for Advanced Nodes
TSMC's advanced capacity shortage through 2027 pushes Google, AMD, and Tesla to Samsung for 3nm/2nm foundry services. Samsung's 6.5% market share may see structural growth, shifting global chip supply from single-source to multi-source, though yield and trust issues persist.
TSMC Reveals Glass Substrate Plan for CoWoS, Marking Packaging Inflection
TSMC publicly disclosed its glass substrate development plan for CoWoS, partnering with Ibiden and Innolux to validate feasibility. Glass substrates offer lower signal loss and higher thermal stability than organic substrates, addressing warpage and signal integrity in large AI chip packaging. Mass production is targeted for 2027-2028, directly competing with Intel's glass substrate roadmap.
NVIDIA RTX Spark: SoC Seizes PC Control, AI Compute Revolution with Ecosystem Lock-in
NVIDIA launches RTX Spark SoC, integrating Blackwell GPU with 20-core Grace CPU (MediaTek co-designed), NVLink-C2C at 600GB/s, up to 128GB unified memory, 1 petaflop FP4 AI, and local 120B-parameter LLM support. This marks a shift from GPU vendor to platform provider, directly challenging Apple M, Qualcomm, and x86 incumbents.
AI Agent Workloads Trigger Structural CPU Shortage, Arm and AMD Reshape Server Value Chain
AI inference and agent orchestration surge CPU demand, shifting CPU-GPU ratio from 1:8 to 1:1. AMD EPYC lead time 8-12 weeks, Intel Xeon up to 6 months; Arm's 3nm 136-core AGI processor co-developed with Meta/Cerebras/Cloudflare/OpenAI sees demand exceeding 200 billion USD. CPU replaces GPU as the new AI infrastructure bottleneck, with Arm and AMD reshaping the value chain.