Reports
AI-generated structured vendor updates
AWS Sells Trainium 3 Externally, Challenging NVIDIA's AI Training Chip Dominance
AWS begins external sales of its Trainium 3 AI training chip, fabricated on TSMC 3nm process, delivering 2.52 PFLOPS per chip. Early customers include Anthropic and Uber. This move directly challenges NVIDIA's dominance and marks AWS's strategic shift from cloud provider to chip vendor.
Anthropic Starts Custom AI Chip Development, Talks Samsung 2nm, Aims for Compute Independence
Anthropic has initiated its own AI chip development and is in talks with Samsung for 2nm foundry services. The move aims to reduce reliance on NVIDIA GPUs, optimize inference costs, and strengthen its technology moat ahead of a potential IPO. It joins OpenAI, Google, and others in the custom ASIC race, signaling a shift from software to hardware competition.
Anthropic Launches Custom AI Chip: Vertical Integration to Control Inference Cost and Supply
Anthropic launched Claude Sonnet 5 and revealed a custom AI chip initiative, using Samsung foundry. This move aims to reduce dependency on NVIDIA, control long-term inference costs, and marks Anthropic's shift from a pure software company to a vertically integrated infrastructure firm.
Meta Shifts MTIA ASIC to Samsung 2nm: Ecosystem Restructuring in AI Chip Fab
Meta partners with Samsung for next-gen MTIA ASIC production, moving from TSMC to Samsung 2nm node. Targeting hundreds of thousands of units to support 5GW data center goal by 2030, with new chip every six months, restructuring the AI chip supply chain ecosystem.
Anthropic in talks with Samsung for 2nm AI chip, targeting NVIDIA CUDA control shift
Anthropic is in early talks with Samsung to manufacture custom AI chips using 2nm process and advanced packaging, hiring ex-OpenAI chip engineer Clive Chan. This aims to reduce NVIDIA GPU dependency and seize control of AI infrastructure, signaling a control plane shift in AI compute.
Samsung Restarts 1.4nm Foundry Node, Pre-emptively Locks Equipment Supply Chain
Samsung Electronics restarts 1.4nm (SF1.4) process commercialization, ordering equipment vendors to develop tools early. The node will use High-NA EUV lithography and GAA transistors, fabbed at NRD-K campus. This move aims to catch up with TSMC and Intel, but mass production timeline remains undisclosed.
Samsung Re-accelerates 1.4nm Node R&D, Adopts High-NA EUV Lithography
Samsung Electronics is re-accelerating its 1.4nm (SF1.4) process node R&D, targeting mass production by 2028-2029. It has procured High-NA EUV lithography equipment from ASML for its NRD-K R&D complex and ordered tools for 12th-gen V-NAND with wafer stacking. The move aims to catch up with TSMC and Intel in the AI chip foundry race.
TSMC, ASML, imec Demonstrate 300mm 2D Material CMOS with 50nm CPP, 94% Yield
TSMC, ASML, and imec jointly demonstrated the first 300mm wafer-scale integration of 2D material transistors at VLSI 2026, achieving 50nm contacted poly pitch (CPP) for MoS₂ nFET and WS₂/WSe₂ pFET with 28nm channel length and 94% yield, marking a critical step toward industrializing 2D semiconductors.
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.
Google TPU v9 Switches to MediaTek, Breaking Broadcom's AI ASIC Monopoly
Google moves its TPU v9 Humufish design and integration contract from Broadcom to MediaTek, which handles I/O chip design and packaging. Combined with a split-foundry strategy (TSMC N2 compute, Samsung 2nm I/O), this marks a systematic effort to build a multi-vendor, multi-node supply chain, directly dismantling Broadcom's dominance in custom AI ASICs.
Intel Launches Xeon 6+ with 288 Cores, Reclaims AI Control Plane
Intel unveils Xeon 6+ (288 E-cores, 576MB L3, 18A process), Ethernet 800 E835 controller (200GbE), and next-gen GPU Crescent Island at Computex 2026. Partnerships with SambaNova and Foxconn for rack-scale AI. Strategy: Xeon as the control plane for Agentic AI.
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.
Intel Foundry Lands Google TPU Packaging Deal: EMIB-T Shakes TSMC's AI Chip Monopoly
Intel secures a multi-billion-dollar deal to package over 3 million Google TPUs using its advanced EMIB-T 2.5D packaging, while the chips themselves remain fabricated at TSMC. This marks Intel's strategic shift from CPU vendor to second-source AI packaging partner, targeting 2028 production. Intel's 18A node yields exceed expectations, but analysts caution the scope is limited to packaging.
ARM's Pivot to Direct AI Chip Sales: From IP Licensor to Silicon Competitor
ARM accelerates its $15B chip revenue goal by shifting from pure IP licensing to direct AI chip sales, disrupting relationships with Qualcomm and Apple, and challenging Nvidia/Intel, signaling a fundamental ecosystem restructuring.
NVIDIA and SK Hynix Lock Down HBM4/5 Roadmap, Cementing Vera Rubin Supply Chain
NVIDIA and SK Hynix sign a multi-year agreement to co-define HBM4 production and HBM5 pre-research for Vera Rubin GPUs. Samsung also enters HBM4 supply as a second source. The deal elevates SK Hynix from vendor to co-developer, potentially creating a de facto memory standard barrier that marginalizes Micron and others.
Google Awards 3M+ TPU Packaging Orders to Intel Foundry, Breaking TSMC's CoWoS Monopoly
Google has awarded Intel Foundry over 3 million units of next-gen TPU advanced packaging orders, leveraging Intel's EMIB technology with production starting in 2028. This marks Intel Foundry's largest external customer win and a pivotal shift in AI chip packaging away from TSMC's CoWoS monopoly.
TSMC 2026 Outlook: AI Demand Drives 30%+ Revenue Growth, Advanced Process and Packaging Dual Constraints
Behind TSMC's revenue growth forecast is dual logic of 'volume and price both rising': AI chip demand drives shipment growth, advanced process scarcity pushes wafer unit prices up. But A16 process delay is a signal worth watching—even TSMC faces increasing difficulty in advanced process mass production.
NVIDIA Rubin Era: 1.8kW GPU TDP and Mandatory Liquid Cooling Reshape Data Centers
NVIDIA's mandatory liquid cooling is a landmark event in AI infrastructure 'qualitative change' of physical form. When chip power exceeds 1.8kW, air cooling physical limits are breached, the entire data center industry chain—from power architecture, cooling systems to building structure—must be redesigned. This isn't technology upgrade but paradigm shift.
Intel to Build xAI Terafab AI Chip Factory
Intel announced helping build Elon Musk Terafab AI chip factory, marking key customer breakthrough for Intel Foundry. AI chip manufacturing demand grows, foundry competition accelerates.