#AI硬件
NVIDIA BlogSelectedAI score7171
SK hynix Memory TechnologyAI score4545 “Memory-Centric Server Systems Are the Future”: SK hynix Presents Its Next-Generation AI Infrastructure Vision at OCP Global Summit 2026
SK hynix presented several next-generation memory solutions for AI servers at OCP Global Summit 2026, held October 12–15 in San Jose.
NVIDIA BlogAI score5757 Be There for the Beginning: Celebrate the Launch of NVIDIA RTX Spark
NVIDIA announced that RTX Spark officially launches tomorrow, positioned as a Windows PC with local AI support aimed at creators, gamers and AI agents.
AMD Chips and ComputeAI score1414 EE Times Interview: Mark Papermaster on the Future of AI and Semiconductor Innovation (Video)
EE Times published a video interview with AMD executive Mark Papermaster on the future of AI and semiconductor innovation. This is video interview content; the article provides no further technical details or specific figures.
Lam Research Semiconductor Manufacturing TechnologyAI score3636 Lam and imec Expand Collaboration to Advance Manufacturability of Next-Gen 3D Integration Technologies, Explore Aether Dry Resist Use Cases
Lam Research and imec are expanding their joint R&D collaboration with two new directions: advancing manufacturing readiness of 3D integration and advanced packaging, and advancing Aether® dry resist applications in imec's high-NA EUV research environment.
NVIDIA BlogAI score3535 European Cities Deploy NVIDIA-Powered AI Agents to Run Smarter Urban Operations
Multiple cities across the EMEA region, along with software partners, are using NVIDIA accelerated computing to build physical AI agents and digital twins for urban planning, predictive maintenance, and public services. France's Côte-d'Or department deployed a sovereign digital twin based on Nemotron and Omniverse across more than 500 public buildings, cutting document retrieval time from weeks to minutes, lowering operating costs by 10%, with a target of 30% at scale.
SK hynix Memory TechnologyAI score4343 [Inside the Research] In the AI era, NAND moves beyond storage to computing… 3D FeNAND co-optimization at IEEE
An SK hynix research team published a paper at the 2025 IEEE International Electron Devices Meeting (IEDM) proposing co-optimization of cell, non-cell, and page schemes to improve the energy efficiency of analog compute-in-memory (A-CiM) based on 3D FeNAND.
AMD Chips and ComputeAI score1212 OCP 2026 Keynote Replay: Building the Next Era of AI Infrastructure
AMD released the replay of its OCP 2026 keynote themed "Building the Next Era of AI Infrastructure." Downloads on the page require first accepting AMD's trademark usage terms, and the AMD trademarks may only be used to promote products containing AMD processors.
Marvell Optical Interconnect and Official AnnouncementsAI score4444 Marvell Bolsters Connectivity Portfolio with New 3.2T Protocol-aware Retimer and Second-generation 1.6T AEC DSP
Marvell released two interconnect chips for AI scale-up infrastructure: the Alaska E 3.2T protocol-aware retimer delivers 3.2 Tbps of bandwidth through 16 lanes of 224G PAM4.
NVIDIA BlogSelectedAI score6868 All Systems Go: Global PC App Ecosystem Ready for NVIDIA RTX Spark
NVIDIA announced that RTX Spark laptops go on sale October 16, with up to 128GB unified memory and 1 petaflop of AI compute, alongside multiple software updates released with ecosystem partners.
Why it matters: The official roundup covers the software ecosystem around the RTX Spark launch, with specific updates and timing for local agent, creative, and developer tools.
AMD Chips and ComputeAI score1818 OCP 2026: AMD CEO Lisa Su Highlights Open Infrastructure for the Future of AI
At OCP 2026, AMD CEO Lisa Su highlighted open infrastructure for the future of AI. At the event, AMD emphasized supporting next-generation AI compute buildout with open architectures.
Intel Official AnnouncementsAI score4747 Intel Accelerates Open Infrastructure for the Agentic AI Era
At the OCP Global Summit, Intel detailed its GPU D-series (codenamed Crescent Island), built on the Xe3P architecture with up to 480 GB LPDDR5X memory, 1.5 TB/s memory bandwidth and 1.3 petaflops of FP8 compute at 350 watts; a single card supports 300-billion-parameter models and an 8-card system supports over 1 trillion parameters.
Marvell Optical Interconnect and Official AnnouncementsAI score4444 ADDING and REPLACING Marvell Unveils Second-generation Structera X, Industry-first Six-channel CXL 3.2 Memory Expanders for AI Inference
Marvell has launched its second-generation Structera X 3406 and 3506 CXL 3.2 memory expanders, built on an industry-first six-channel DDR4/DDR5 design that increases channel count by 50% over the previous generation, supports PCIe Gen 6, and allows a single controller to support up to 9TB DDR4 or 6TB DDR5.
NVIDIA BlogSelectedAI score6363 OCP Global Summit: Amid Ecosystem Adoption, NVIDIA Opens Vera Rubin Architecture to Help Scale AI Factories Worldwide
At the OCP Global Summit, NVIDIA announced it is contributing Vera Rubin rack and compute tray designs to the OCP through its MGX open architecture. The MGX 1.2 spec adds rack-level blind-mate liquid cooling, a 5000A liquid-cooled busbar, and support for rack deployments of up to 250kW.
Why it matters: The piece collects multiple open specifications such as MGX 1.2 and Open Data Center Specification v0.7, along with accompanying software, giving readers a view into the open foundations of AI factories.
AMD Official AnnouncementsAI score4646 Introducing AMD Helion, Agentic AI Compute at Rack Scale
AMD launched the Helion agentic AI rack-scale solution, an open blueprint for agentic AI infrastructure designed based on OCP specifications.
Marvell Optical Interconnect and Official AnnouncementsAI score4242 Marvell Unveils Second-generation Structera X, Industry-first Six-channel CXL 3.2 Memory Expanders for AI Inference
Marvell released the second-generation Structera X 3406 and 3506 CXL 3.2 memory expanders, the industry's first six-channel CXL memory expansion products, with 50% more channels than the previous generation, supporting up to 9TB of DDR4 or 6TB of DDR5 per controller and delivering up to 256GB/s of host bandwidth over PCIe 6.0 x16.
AMD Chips and ComputeAI score4646 Introducing AMD Helion, Agentic AI Compute at Rack Scale
AMD has launched the AMD Helion agentic AI rack, an open blueprint for agentic AI infrastructure designed to Open Compute Project specifications and powered by AMD compute.
Arista Switches and Official AnnouncementsAI score5656 Arista Announces Rack-Scale Architectures for Scale-Up and Scale-Out AI Fabrics
Arista Networks (NYSE: ANET) announced an open Ethernet rack-scale portfolio on October 7, 2026, in collaboration with AMD, Arm, Broadcom, d-Matrix, Meta, Microsoft, Qualcomm and others, extending Ethernet into the scale-up domain based on its ESUN initiative.
Marvell Optical Interconnect and Official AnnouncementsAI score2424 Marvell to Showcase Open AI Infrastructure Solutions at OCP Global Summit 2026
Marvell will showcase its portfolio of AI data center infrastructure solutions—spanning switching, interconnect, memory, and storage—at OCP Global Summit 2026 in San Jose, October 12–15, at booth #B31.
NVIDIA BlogSelectedAI score7272 NVIDIA, Microsoft Kick Off a New Beginning for Windows PCs With RTX Spark and AI Agents
NVIDIA and Microsoft announced at the Windows AI and Surface event in San Francisco that they are jointly building agent software and hardware for Windows PCs.
Why it matters: The article details the specs and launch timeline for RTX Spark and DGX Station for Windows, helping readers assess how realistic running large models locally with resident agents will be.
AMD Chips and ComputeAI score1414 AMD Helios: Designing and Building the Future of AI Infrastructure (Videos)
AMD has released video resources related to AMD Helios AI infrastructure, along with brand assets including AMD trademarks and logos for download. Before downloading, users must accept terms and conditions: these AMD Marks may only be used in promotional materials featuring products with AMD CPUs, GPUs, APUs or FPGAs, and AMD may terminate the license at any time.
SK hynix Memory TechnologyAI score1414 From identifying promising technologies to creating new business opportunities: How SK hynix Ventures finds the path forward
SK hynix Ventures outlines its path for identifying promising technologies and creating new business opportunities. In September, the company held SK hynix Ventures Day in Silicon Valley.
SK hynix Memory TechnologyAI score3535 From identifying promising technologies to creating new business opportunities: How SK hynix Ventures finds the path forward
Through a decade of venture investing, SK hynix has evolved its corporate VC model from "tech sensing" to "path finding," turning internal R&D, mass production and customer resources into assets startups can leverage.
SK hynix Memory TechnologyAI score3737 [AI Ecosystem] Redesigning infrastructure: Why architecture determines performance
As AI workloads shift toward inference and agentic AI, system bottlenecks are moving from compute to data movement. The article notes that under processor-centric architectures, fetching data once from DRAM can consume 150 to 2,000 times the energy of a simple arithmetic operation, and over 90% of system energy in large machine learning models may be spent on memory access and data movement. It leads into SK hynix's vision of building a next-generation AI memory ecosystem, arguing that GPUs/NPUs/TPUs, memory, storage and networking should be co-designed as a single system.
AMD Chips and ComputeAI score1818 AMD Sampling Versal AI Core Adaptive SoC in Enhanced Space-Grade Package for the Most Demanding Missions
AMD is sampling the Versal AI Core adaptive SoC in an enhanced space-grade package aimed at the most demanding space missions. The page's body is only licensing terms for AMD trademarks and brand asset downloads, with no specifics on chip parameters, performance or availability.
SK hynix Memory TechnologyAI score3939 [AI infrastructure insight] Why power and cooling have become the next challenge for AI data centers
In part three of its AI Infrastructure Insight series, SK hynix notes that power supply and thermal management have become core requirements that AI data centers must consider from the earliest design stages.
Lam Research Semiconductor Manufacturing TechnologyAI score4141 How Self-Aligned CFET Technology Could Extend CMOS Scaling Beyond 10 Angstroms
Using SEMulator3D digital twin modeling, Lam Research validated a self-aligned complementary field-effect transistor (SA-CFET) architecture that could extend CMOS scaling beyond the 10-angstrom node.
Lam Research Semiconductor Manufacturing TechnologyAI score3636 Lam’s New Logistics Hub Built for Velocity, Resilience, and AI-Era Growth
Lam Research has opened its largest US warehouse in Livermore, California—a 470,000-square-foot logistics and supply chain hub built to support semiconductor supply chain pressures driven by AI technology demand. A 40,000-square-foot automated storage and retrieval system with 15 robots cuts parts retrieval time from 6 minutes to under 30 seconds, 12 times faster than the existing system. The center is expected to support more than 200 jobs by 2027.
AMD Official AnnouncementsSelectedAI score8181 AMD to Acquire World Labs to Advance the Future of AI Compute
AMD announced it will acquire World Labs in an all-stock deal worth about $8.2 billion. World Labs, founded by Fei-Fei Li, focuses on spatial intelligence models and robotic learning and simulation technologies. The deal is expected to close by the end of 2026, after which Fei-Fei Li will become AMD's executive vice president and chief scientist, reporting to Lisa Su, with the team continuing its AI model research.
Why it matters: AMD's official announcement fully discloses the deal value, equity structure, Fei-Fei Li's new role and the closing timeline, letting readers understand how the acquisition strengthens its model research capabilities.
SK hynix Memory TechnologyAI score5252 “Behind AI’s Rapid Growth Lies Memory” — SK hynix Shares Its Next-Generation Memory Portfolio at the TSMC OIP Conference
At the TSMC OIP Conference held in Santa Clara, California, SK hynix showcased its next-generation memory portfolio and won the Partner of the Year award (3DFabric-HBM Integration category) for the second consecutive year.
AMD Chips and ComputeSelectedAI score7878 AMD to Acquire World Labs to Advance the Future of AI Compute
AMD announced a definitive agreement to acquire World Labs in an all-stock deal valued at approximately $8.2 billion, expected to close by the end of 2026, subject to regulatory approval and other customary closing conditions. Founded by Fei-Fei Li and headquartered in San Francisco, World Labs develops spatial intelligence models that generate, reconstruct, and simulate interactive 3D environments from text, image, and video inputs, as well as robot learning and simulation technology.
Why it matters: AMD's official announcement gives the deal amount, equity form, and timeline, helping readers understand its direction of integrating AI hardware with model research.
AMD Chips and ComputeAI score1616 With AMD Ryzen AI Max Series Processors, Perplexity Brings Portable Computer to Agentic PCs
Perplexity launched a portable agentic PC powered by AMD Ryzen AI Max series processors. The page's body consists mainly of terms and conditions for downloading AMD brand assets, with no further technical details about the product.
AMD Chips and ComputeAI score1212 ‘Advanced Insights’: How ‘Zen’ Architecture Evolves for the Agentic AI Era (Video)
AMD released an "Advanced Insights" video explaining how the Zen architecture is evolving for the agentic AI era. The page contains only AMD brand asset download terms, with no specific technical details or data on the architecture's evolution.
Marvell Optical Interconnect and Official AnnouncementsAI score4343 Marvell to Showcase Industry-First 2nm Optical Technology Demos for AI Data Center Infrastructure at ECOC 2026
Marvell will present industry-first 2nm optical interconnect demonstrations at ECOC 2026 in Malaga, Spain, September 20–24, 2026, including the first 2nm 400G/lane optical PAM4, the first 2nm 800G ZR/ZR+ pluggable modules with MACsec (driven by the Libra 2nm coherent DSP), and the first 2nm 1.6T ZR and coherent-lite O-band demos.
AMD Chips and ComputeAI score5151 AMD EPYC CPUs Deliver for Every Layer of the Agentic AI Stack
AMD has released a white paper evaluating 6th Gen AMD EPYC 9006 "Venice" server CPUs across general-purpose, enterprise, cloud-native, AI and HPC workloads.
SK hynix Memory TechnologyAI score3434 SK hynix Presents ‘New Spectrum’ for AI Infrastructure at ‘AI Infra Summit 2026’
SK hynix took part in AI Infra Summit 2026, held September 15–17 in Santa Clara, USA, presenting next-generation AI memory solutions under the theme "New Spectrum." Attendance was about 6,000, double the previous year.
AMD Chips and ComputeAI score2626 Building Infrastructure for an AI World in Motion
At the AI Infra Summit, AMD argued that the core of AI infrastructure design should not be chips or networking but a system's ability to adapt to changing demands. The piece notes that agentic AI turns a single request into a multi-step chain of retrieval, tool calls, code execution and sub-agent coordination, and should be measured by cost per completed task rather than cost per token, offering three auditable principles: adaptable, economical, and open.
Marvell Optical Interconnect and Official AnnouncementsAI score2727 Marvell to Showcase End-to-End AI Data Center Connectivity Portfolio at AI Infra Summit 2026
Marvell announced it will showcase its AI data center connectivity and storage solution portfolio at AI Infra Summit 2026 (September 15–17, Santa Clara Convention Center, Booth #704).
SK hynix Memory TechnologyAI score2323 SK hynix Charts Its Business and Technology Direction at the 2026 Future Forum—”Now Is the Golden Time to Leap Forward”
On September 8, SK hynix held its 2026 Future Forum at the SUPEX Center on its Icheon campus, under the theme "The Golden Age of the AI Era: The Moment for AI Memory Solution Creators to Change the World," discussing AX (AI transformation) trends and the direction of memory technology.
Lam Research Semiconductor Manufacturing TechnologyAI score2828 Why Panel-Level Processing Could Transform Advanced Semiconductor Packaging (Semi 101)
AI's demand for larger, more complex chip packaging is pushing the industry to explore panel-level packaging (PLP): replacing round wafers with rectangular panels to improve area utilization and scalability beyond traditional wafer-level packaging size limits. Lam Research is advancing the technology toward production readiness through tool innovation and infrastructure investments, including the Salzburg Panel Center of Excellence. The technology still faces challenges in uniformity control, yield management, and industry standards.