Topic / Trend Rising

AI Hardware and Infrastructure

The demand for AI is driving significant investment and innovation in hardware and infrastructure, including GPUs, CPUs, memory, and data centers. Companies are racing to develop more powerful and efficient hardware to support the growing computational needs of AI models.

Detected: 2026-01-26 · Updated: 2026-03-22

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2026-03-20 Tom's Hardware

Planned 10-gigawatt Softbank data center in Ohio

Softbank plans to build a 10-gigawatt data center in Ohio, potentially the largest in the world. The infrastructure will require a $33 billion natural gas plant, equivalent to nine nuclear reactors.

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2026-03-20 DigiTimes

Nvidia Vera Rubin servers to drive liquid cooling demand

Nvidia Vera Rubin servers, designed for intensive workloads, are increasing the demand for liquid cooling systems. This trend is driven by the need to manage the high power density and heat generated by high-performance components, crucial for artifi...

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2026-03-20 TechWire Asia

Asia’s automakers are placing their Level 4 bets on NVIDIA DRIVE Hyperion

BYD, Geely, Nissan and Isuzu are adopting NVIDIA DRIVE Hyperion for Level 4 autonomous vehicle development. NVIDIA's platform is establishing itself as a standard infrastructure in the APAC market, offering a complete reference architecture for compu...

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2026-03-20 DigiTimes

Alibaba outlines US$100 billion AI roadmap as cloud growth accelerates

Alibaba has announced a US$100 billion investment plan in artificial intelligence, with a particular emphasis on expanding cloud services. This strategic move aims to strengthen Alibaba's position in the rapidly growing AI market, leveraging its infr...

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2026-03-19 DigiTimes

Intel pushes large-area AI packaging to close foundry gap

Intel is reportedly betting on advanced packaging to regain AI foundry ground. This strategic move aims to bridge the technological gap and regain market share in the rapidly growing AI sector.

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2026-03-19 DigiTimes

Micron ramps spending as cleanroom constraints cap memory supply

Micron is increasing investments in production capacity. However, limitations imposed by cleanrooms in the semiconductor industry are creating bottlenecks in memory supply, potentially affecting costs and availability for artificial intelligence syst...

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2026-03-19 DigiTimes

Groq and CPUs: New Architectures for AI Inference

The article explores how Groq's architecture positions itself against Nvidia's inference strategy, and how CPUs are redefining the architectural landscape for AI agents, opening new perspectives on distributed and specialized processing for artificia...

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2026-03-19 DigiTimes

The HBM paradox: can South Korea and Taiwan afford a diplomatic cold war?

The production of HBM (High Bandwidth Memory) is crucial for GPUs used in artificial intelligence. Geopolitical tensions between South Korea and Taiwan, both leaders in memory chip production, could have significant repercussions on the AI industry, ...

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2026-03-19 DigiTimes

Micron delivers record-breaking 2Q26 financial results driven by AI demand

According to Digitimes, Micron has announced outstanding financial results for the second quarter of 2026, primarily driven by strong demand for artificial intelligence solutions. This highlights the increasing role of AI as a growth engine for memor...

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2026-03-19 DigiTimes

Micron delivers record-breaking FQ2 2026 results driven by AI demand

Micron Technology anticipates stronger-than-expected financial results for the second quarter of 2026, driven by robust demand for high-performance memory solutions for artificial intelligence applications. The company is particularly benefiting from...

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2026-03-18 TechCrunch AI

Nvidia's Networking Business: A Multibillion-Dollar Force

Nvidia's networking business generated $11 billion in revenue last quarter, exceeding expectations and establishing itself as a strategic pillar alongside the core GPU and gaming businesses. This growth underscores the importance of high-performance ...

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2026-03-18 DigiTimes

Nvidia charts optical-copper path for future interconnects

According to Digitimes, Nvidia is exploring a future where interconnects between hardware components leverage both copper and fiber optics. This strategy could have significant implications for high-performance computing architectures and future data...

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2026-03-18 DigiTimes

OpenAI shifts from building data centers to leasing cloud capacity

OpenAI is shifting its infrastructure strategy, moving from building proprietary data centers to leasing cloud computing capacity. The move signals a potential shift in priorities towards greater flexibility and scalability.

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2026-03-18 DigiTimes

Nvidia H200: Approvals Secured in China, Production Restarted

Nvidia secures approvals and orders for the H200 GPU in China, restarting supply chain production. This development indicates strong demand for high-performance computing solutions in the Chinese market, despite regulatory restrictions.

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2026-03-17 Tom's Hardware

Nvidia Rubin Ultra: World's First AI GPU with 1TB of HBM4E Memory

Nvidia has unveiled Rubin Ultra, the world's first AI GPU featuring 1TB of HBM4E memory. The new chips will slot into Kyber racks, opening new frontiers for performance in large model inference and training. This innovation promises to significantly ...

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2026-03-17 AI News

Goldman Sachs sees AI investment shift to data centres

Goldman Sachs expects AI infrastructure investments to grow, focusing on data centers and computing hardware. The demand for computing power for model training and inference is reshaping the data center market, pushing companies to consider energy ef...

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2026-03-17 DigiTimes

Hon Precision raises AI chip test capacity plan by 40%

Hon Precision, a testing service provider for AI chips, plans to increase its capacity by 40% amid surging demand. This expansion reflects the strong growth in the semiconductor market for artificial intelligence applications.

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2026-03-17 DigiTimes

MetaX GPU push delivers growth, not profit, as losses hit US$560 million

Meta's investments in developing custom GPUs for artificial intelligence workloads are driving growth, but at the cost of significant financial losses. In the most recent quarter, losses related to these initiatives reached $560 million, raising ques...

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2026-03-16 Tom's Hardware

Jensen Huang expects Nvidia to sell $1 trillion of AI hardware through 2027

Nvidia CEO Jensen Huang estimates the company will sell $1 trillion worth of AI hardware by 2027. This forecast reflects the increasing demand for computing power to support the development and deployment of increasingly complex AI models, particular...

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2026-03-16 Tom's Hardware

Nvidia Vera: 88-core CPU to compete with AMD and Intel

Nvidia unveils Vera, a new 88-core CPU designed to challenge AMD and Intel. The liquid-cooled Vera CPU racks integrate 256 chips, delivering up to a 6X gain in CPU throughput compared to existing solutions. This move marks a significant expansion in ...

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2026-03-16 Tom's Hardware

Nvidia GTC 2026: Sneak Peek at Next-Gen GPUs

A preview of the future of computational acceleration: what to expect from the Nvidia GTC 2026 conference in terms of new GPU architectures and advances in artificial intelligence. The event remains a benchmark for industry professionals.

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2026-03-13 DigiTimes

APMIC's US$7 million Series A to boost on-premise private AI

APMIC's US$7 million Series A funding could boost the adoption of on-premise private AI models. This trend responds to the growing need for data control and regulatory compliance, prompting companies to evaluate self-hosted alternatives to the cloud.

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2026-03-13 DigiTimes

Tesla AI chip delay pushes South Korean NPU startup DeepX back six months

The delay in the production of Tesla's artificial intelligence chips has forced the South Korean startup DeepX to revise its development plans, postponing its planned roadmap for its NPUs (Neural Processing Units) by about six months. The company aim...

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2026-03-13 DigiTimes

Middle East conflict and AI demand drive cost pressures, supply chain risks

Rising geopolitical tensions in the Middle East, coupled with strong demand for artificial intelligence solutions, are putting significant pressure on costs and shifting supply chain risks to end customers. The situation requires a reassessment of pr...

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2026-03-13 DigiTimes

Lite-On sees AI infrastructure demand locked in for 18 months

Lite-On Technology president Anson Chiu anticipates sustained demand for AI infrastructure over the next 18 months. This forecast underscores the continued growth and importance of investments in the AI sector.

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2026-03-13 DigiTimes

Taiwanese chipmakers target drone market at Embedded World 2026

Taiwanese chipmakers are preparing to compete in the drone sector, showcasing their solutions at Embedded World 2026. The initiative aims to leverage the growing opportunities in the unmanned aerial vehicle market, with applications ranging from surv...

2026-03-13 DigiTimes

Drone, robotics boom fuels Taiwan carbon fiber demand

The expansion of the drone and robotics sectors in Taiwan is driving increased demand for carbon fiber, a key material for building lightweight and durable components. This trend highlights the island's technological growth and its impact on the supp...

2026-03-13 DigiTimes

T1200 carbon fiber upgrade raises stakes in aerospace, robotics

China National Building Material's new T1200 carbon fiber material promises to redefine standards in high-tech sectors such as aerospace, advanced robotics, and manufacturing, thanks to superior mechanical properties. The implications extend to the p...

2026-03-13 TechCrunch AI

How to watch Jensen Huang’s Nvidia GTC 2026 keynote

GTC, Nvidia's annual event, is where the company unveils new products, strategic partnerships, and its vision for the future of computing. Jensen Huang's keynote will focus on Nvidia's role in the evolution of computing and AI.

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2026-03-13 ServeTheHome

Meta Outlines New MTIA Accelerator Roadmap for its Next-Gen AI

Meta shared details on its MTIA 300 AI accelerator, already in production, and future MTIA 400, 450, and 500 generations for its AI compute infrastructure. The company continues to invest in custom hardware solutions to optimize AI workloads.

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2026-03-13 DigiTimes

Samsung targets 2nm process for HBM4E base die to boost AI chip edge

Samsung aims to use a 2nm manufacturing process for the base dies of HBM4E memories. This strategic move aims to improve the performance and efficiency of chips intended for artificial intelligence applications, particularly in edge contexts where co...

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2026-03-13 DigiTimes

AcBel Polytech focuses on HVDC for AI data centers

AcBel Polytech announced strong fourth quarter 2025 results, pushing its HVDC (High Voltage Direct Current) strategy for AI data centers. The company aims to improve energy efficiency and reduce operating costs of AI infrastructures.

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2026-03-13 DigiTimes

Flexium eyes 30% revenue from AI servers and smart glasses in 2026

Taiwanese manufacturer Flexium anticipates significant revenue growth from AI servers and smart glasses by 2026. The company aims to diversify its business, riding the wave of increasing demand for hardware solutions for AI workloads and advanced wea...

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2026-03-12 Tom's Hardware

AMD, Broadcom, and Nvidia define optical scale-up interconnect for AI

AMD, Broadcom, and Nvidia are collaborating with hyperscalers to define a new optical interconnect standard for AI clusters, targeting speeds of 3.2 Tb/s. Meta, Microsoft, and OpenAI will benefit from this evolution, which is essential for managing t...

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2026-03-12 DigiTimes

JetCool, Broadcom partner on liquid cooling for AI chips

JetCool and Broadcom are partnering to develop liquid cooling solutions for AI chips. The collaboration aims to address increasing power densities and ensure optimal system performance.

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2026-03-12 DigiTimes

Taiwan IC designers in rack-level AI delivery

Taiwan's integrated circuit (IC) designers are moving towards delivering rack-level AI solutions. This trend reflects a growing demand for on-premise AI computing capabilities, especially for applications requiring low latency and high data sovereign...

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2026-03-12 Tech.eu

AIRMO raises €5M for airborne and space-based GHG monitoring

AIRMO, a space tech startup based in Berlin and Luxembourg, has raised €5 million to develop advanced greenhouse gas (GHG) monitoring technologies using satellites and drones. The funding will support the launch of its first satellite in 2027 and the...

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2026-03-12 DigiTimes

AI Servers: Chenbro Highlights Four Risk Factors Amid Promising Outlook

According to DIGITIMES, Chenbro sees a promising future for AI servers, but highlights four risk areas that could impact the market. The company did not specify what these risks are, but the news highlights the uncertainties in the sector.

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2026-03-12 DigiTimes

AI demand tightens supply of high-end MLCCs

The increasing demand for artificial intelligence applications is causing strain in the supply chain for high-end multi-layer ceramic capacitors (MLCCs). Nichidenbo anticipates a limited impact from the US-Iran situation on tantalum capacitors.

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2026-03-12 DigiTimes

Taiwan optical module and BMC suppliers gain on AI server demand

Taiwanese suppliers of optical modules and BMC (Baseboard Management Controller) are benefiting from strong AI server demand, despite fewer working days in February. Growth is driven by the need for advanced hardware infrastructure for artificial int...

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2026-03-11 ServeTheHome

Supermicro NVIDIA B300: A Look at AI Factories

An analysis of Supermicro NVIDIA B300 solutions and the components needed to build an AI factory. The article compares the B300 generation with the previous B200, examining the hardware and infrastructure required to support complex AI workloads.

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2026-03-11 ServeTheHome

Broadcom Launches Taurus BCM83640: 3nm Optical DSP for AI Networking

Broadcom has announced the Taurus BCM83640, a new 3nm optical digital signal processor (DSP) designed for next-generation AI networks. This 400G per lane PAM4 chip promises to improve the density and speed of communications in artificial intelligence...

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2026-03-11 Tom's Hardware

Human brain cells set to power new data centers

Cortical Labs aims to solve the AI energy crisis with biological computers. The 'body-in-the-box' CL1 technology promises lower energy consumption than a calculator, opening new frontiers in high-efficiency computing.

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2026-03-11 DigiTimes

Nvidia audits Samsung HBM4 packaging for Rubin GPUs, report says

Nvidia is reportedly evaluating Samsung's HBM4 packaging capabilities for its future Rubin GPUs. This assessment is crucial to ensure that the next generation of high-performance GPUs can fully leverage advanced HBM memory, which is essential for art...

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2026-03-11 DigiTimes

Applied Materials invests US$5B in AI memory R&D hub

Applied Materials partners with Micron and SK Hynix on a US$5 billion research and development hub focused on memory for artificial intelligence applications. The initiative aims to improve the performance and efficiency of memory used in AI workload...

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2026-03-11 DigiTimes

Oracle beats estimates as AI cloud demand drives growth

Oracle has exceeded analysts' expectations, driven by the increasing demand for cloud services for artificial intelligence. The growth of the AI sector is helping to alleviate concerns about the company's financing.

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2026-03-10 AI News

ABB and NVIDIA: Physical AI simulation secures factory automation ROI

The partnership between ABB and NVIDIA aims to bridge the gap between digital models and real production environments through RobotStudio HyperReality. Physical simulation based on NVIDIA Omniverse promises to reduce deployment costs by up to 40% and...

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2026-03-10 DigiTimes

TSMC February 2026 revenue climb on AI demand despite seasonal dip

According to DIGITIMES, Taiwan Semiconductor Manufacturing Company (TSMC) anticipates revenue growth in February 2026, driven by strong demand for artificial intelligence solutions. This is despite an expected seasonal dip typical of the period. TSMC...

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2026-03-10 DigiTimes

MAtek's AI chip testing business grows, but profits decline

MAtek's testing business is expanding due to the increasing complexity of AI chips. However, rising operating costs are squeezing profit margins. The company plans to invest in new technologies to improve efficiency.

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2026-03-09 ServeTheHome

AMD Expands Ryzen AI Embedded P100 Family With 8 to 12 Core Parts

The AMD Ryzen AI Embedded P100 family is expanding with the introduction of 8 and 12 core processors. These new models aim to address new performance tiers, offering more scalable options for embedded applications requiring on-device artificial intel...

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2026-03-09 AI News

UK invests in sovereign AI infrastructure fund

The UK launches a £500 million fund to develop a domestic AI computing infrastructure. The initiative aims to transform the country into a technology producer, strengthen the supply chain, and simplify data governance, reducing reliance on foreign hy...

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2026-03-09 The Next Web

Nscale raises $2bn Series C, eyes on-prem inference market

UK-based hyperscaler Nscale announced a $2 billion Series C funding round, bringing its total raised in less than six months to over $4.5 billion. The company aims to expand its infrastructure for AI inference workloads, with a focus on the on-premis...

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2026-03-09 DigiTimes

Foxconn's AI Server Ambitions Fueled by Nvidia Integration

Foxconn is strengthening its position in the AI server market thanks to its close collaboration with Nvidia. Full-stack integration and deep synergies between the two companies allow Foxconn to compete in the rapidly growing artificial intelligence s...

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2026-03-09 DigiTimes

AW 2026: Advantech sees a way out of physical AI's 'chaos'

Advantech envisions a solution to the challenges associated with deploying artificial intelligence solutions on dedicated hardware by 2026. The company aims to simplify the management and orchestration of physical resources for AI workloads, reducing...

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2026-03-09 DigiTimes

US weighs global AI chip export licensing to curb third-country diversion

The United States is considering expanding export restrictions on artificial intelligence chips in an effort to prevent their diversion to third countries. The goal is to limit access to advanced technologies that could be used for unintended purpose...

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2026-03-07 DigiTimes

Wistron posts record February revenue driven by AI server shipments

Taiwanese manufacturer Wistron has announced record revenue for February, primarily driven by strong demand for AI-dedicated servers. This highlights the increasing importance of specialized hardware for AI workloads.

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2026-03-07 DigiTimes

AI Growth: Energy Consumption May Be the Real Bottleneck

An Applied Materials executive warns that the exponential growth of artificial intelligence may soon face limitations related to energy consumption, rather than chip availability. Energy efficiency is therefore becoming a critical factor for the futu...

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2026-03-07 Tom's Hardware

Nvidia CEO Huang declares ‘I love constraints’ amid component shortage

Nvidia CEO Jensen Huang stated he appreciates the constraints imposed by the ongoing component shortage. According to Huang, the lack of options forces AI clients to choose only the very best solutions, optimizing efficiency and performance.

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2026-03-06 The Register AI

Washington reportedly moves to tighten leash on AI chip exports

The US administration is reportedly planning new restrictions on GPU exports. The new rules could force companies like Nvidia and AMD to seek government approval before selling abroad, aiming to drive AI investment back into the US.

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2026-02-28 DigiTimes

Phison shifts to prepayments as NAND prices hike

Controller manufacturer Phison is shifting to a prepayment model due to a 500% increase in NAND memory prices. This strategic move aims to secure supply and mitigate the impact of market volatility.

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2026-02-28 Phoronix

AMD Prepares Linux For Instruction-Based Sampling Improvements With Zen 6

AMD is paving the way for the integration of its next-generation Zen 6 processors into the Linux ecosystem. A series of patches, destined for the Linux perf subsystem, have been queued for inclusion in the Linux 7.1 kernel. These patches aim to enhan...

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2026-02-27 DigiTimes

Quanta posts record 2025 profit, eyes AI-led growth in 2026

Taiwanese manufacturer Quanta Computer anticipates strong growth in 2026, driven by artificial intelligence. After reporting record profits in 2025, the company aims to expand its capabilities in the AI sector to support further development. Specific...

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2026-02-27 The Register AI

Data Centers: 50 GW of Demand Queued for UK Grid Access

Approximately 140 data centers are queued to connect to the UK's power grid. Their combined energy demand exceeds the current peak electricity consumption of the entire UK, which was 45 GW this year. This highlights the infrastructural challenges rel...

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2026-02-27 Phoronix

AMD: Ryzen AI Driver Fixes for Linux 7.0-rc2

AMD's DRM/accel driver fixes have been released in preparation for the Linux 7.0-rc2 kernel release. These updates aim to address issues and improve the stability of AMD Ryzen AI drivers.

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2026-02-27 AI News

ASML’s high-NA EUV tools clear the runway for next-gen AI chips

ASML announced that its High-NA EUV tools are ready for mass production. This long-awaited breakthrough will enable chip manufacturers to create denser and more powerful circuits, paving the way for a new generation of AI chips. TSMC and Intel are am...

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2026-02-26 DigiTimes

Wiwynn's AI products exceed 50% of sales in 2025

According to Digitimes, Wiwynn expects AI-related products to exceed 50% of its total revenue by 2025. The company also forecasts a doubling of revenue and profit due to increasing demand in the AI sector.

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2026-02-26 DigiTimes

Yageo sees strong 1Q26 on AI orders

Component manufacturer Yageo anticipates strong growth in the first quarter of 2026, driven by demand in the artificial intelligence sector. The company does not currently foresee a significant impact from memory shortages on demand.

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2026-02-26 The Register AI

Hyperscalers' AI Investments to Exceed Ireland's GDP by 2026

TrendForce reports that major cloud providers will significantly increase investments in servers and infrastructure dedicated to artificial intelligence. Eight hyperscalers are projected to spend a total of $710 billion by 2026, exceeding Ireland's g...

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2026-02-26 Phoronix

NXP Posts New Linux Accelerator Driver For Their Neutron NPU

NXP has released a new open-source driver for the Linux kernel, designed to support its Neutron neural processing unit (NPU). This development facilitates the integration and use of the AI accelerator in Linux environments.

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2026-02-26 DigiTimes

AI server surge lifts high-voltage MOSFET demand at APEC

The increasing demand for AI servers is significantly impacting component manufacturers. APEC, a Taiwanese company specializing in power devices, is benefiting from higher demand for high-voltage MOSFETs and advanced cooling systems for these servers...

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2026-02-26 DigiTimes

WinWay sees AI-driven demand push 2025 records, plans Kaohsiung expansion

WinWay anticipates strong growth driven by AI solution demand, targeting record results in 2025. The company is planning an expansion in Kaohsiung to increase its production capacity and meet the growing market demand. The push is driven by the incre...

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2026-02-26 DigiTimes

DeepSeek shuts out Nvidia, AMD in V4 move tied to US chip tensions

Chinese AI company DeepSeek launches V4 of its model, excluding Western suppliers like Nvidia and AMD. The decision is linked to growing geopolitical tensions between the United States and China in the semiconductor sector and the goal of technologic...

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2026-02-26 DigiTimes

Cloud AI's ripple effect: A comeback for 8-inch wafers

The growing demand for artificial intelligence in the cloud is unexpectedly revitalizing the production of 8-inch wafers. This phenomenon, reported by DIGITIMES, highlights how AI needs are influencing the entire semiconductor supply chain, with impl...

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2026-02-26 DigiTimes

Samsung pushes Galaxy S26 output despite chipflation headwinds

Despite ongoing challenges in the semiconductor industry, Samsung appears determined to increase production of its next flagship smartphone, the Galaxy S26. The decision reflects the company's confidence in the market and its desire to maintain its m...

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2026-02-26 Tom's Hardware

Nvidia delivers first Vera Rubin AI GPU samples to customers

Nvidia has started delivering the first samples of the Vera Rubin GPU, featuring 88 CPU cores and 288 GB of HBM4 memory. This new architecture aims to improve performance for artificial intelligence workloads.

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2026-02-26 DigiTimes

Nvidia says AI monetization supports sustained CSP capex

Nvidia anticipates that the monetization of artificial intelligence applications will continue to drive investments from cloud service providers (CSPs). This strategy is based on the increasing demand for computational resources for training and infe...

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2026-02-26 DigiTimes

Qualcomm ships rack-scale AI systems built on 2019 AI 100 chip

Qualcomm has begun shipping rack-scale AI systems based on its AI 100 chip, introduced in 2019. An analyst highlights structural barriers to widespread adoption. The news was shared by Humain CEO Tareq Amin on LinkedIn.

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2026-02-26 DigiTimes

AI Infrastructure: Musk races ahead as Stargate stalls

While the Stargate project appears to be facing delays, Elon Musk continues to invest heavily in artificial intelligence infrastructure. This move highlights the growing importance of a robust infrastructure to support the development and deployment ...

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2026-02-25 Tom's Hardware

Micron joins the GDDR7 party with 36 Gbps modules

Micron has announced its entry into the GDDR7 memory market with modules reaching 36 Gbps. This move puts it in competition with Samsung and SK Hynix, although the latter already offer solutions with higher speeds.

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2026-02-25 Tom's Hardware

Meta and AMD: $100 Billion Deal for GPUs and AI

Meta is investing heavily in AMD to accelerate its AI compute strategy. The $100 billion deal involves AMD giving up a slice of the company in return for GPU orders. Meta remains platform-agnostic as it develops its AI infrastructure.

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2026-02-25 Tom's Hardware

Nvidia H200: No sales to China despite US approval

Nearly three months after White House approval, Nvidia has not yet shipped any H200 GPUs to China. A U.S. Commerce Department official confirmed that no sales have been approved during a House hearing.

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2026-02-25 Tom's Hardware

Sambanova introduces new AI accelerator, partners with Intel

SambaNova has announced its new SN50 AI accelerator, claiming three times better efficiency than Nvidia B200. The company is partnering with Intel to deploy Xeon CPUs for inferencing and agentic workloads.

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2026-02-25 DigiTimes

Chart: Why Taiwan's OSAT sector just flipped the switch

Taiwan's OSAT (Outsourced Semiconductor Assembly and Test) sector is shifting its strategy. The article analyzes the dynamics of this change, focusing on the implications for the semiconductor industry. Taiwanese companies are adapting to an evolving...

2026-02-25 DigiTimes

Unimicron names UMC's SC Chien chair in substrate strategy shift

Unimicron, a manufacturer of semiconductor substrates, has announced the appointment of SC Chien (formerly at UMC) as chairman. The move indicates a potential shift in corporate strategy, with implications yet to be defined for the semiconductor indu...

2026-02-25 DigiTimes

Unimicron's 4Q25 profit surpasses combined earnings of first 3 quarters

PCB manufacturer Unimicron announced better-than-expected financial results for the fourth quarter of 2025, surpassing the combined earnings of the first three quarters of the same year. The company has also increased its capital expenditure (CapEx) ...

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2026-02-25 DigiTimes

China Targets Fivefold Jump in Advanced Chip Output to Fuel AI Expansion

China aims to increase its domestic production of advanced chips fivefold. This strategic move is designed to support the expansion of artificial intelligence in the country, reducing dependence on foreign suppliers and strengthening its technologica...

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2026-02-25 DigiTimes

ChipMOS raises memory test prices again, signs 3-year capacity contract

ChipMOS, a memory testing service provider, has announced another price increase and the signing of a three-year capacity contract. The decision reflects the growing demand in the memory sector and the need to ensure the long-term availability of tes...

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2026-02-25 DigiTimes

MLCC prices to climb as AI demand hits full capacity

The increasing demand for artificial intelligence applications is leading to a saturation of the production capacity of multilayer ceramic capacitors (MLCCs), resulting in rising prices. This situation directly impacts the electronic component supply...

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2026-02-25 TechCrunch AI

Nvidia challenger AI chip startup MatX raised $500M

MatX, an AI chip startup founded in 2023 by former Google TPU engineers, has raised $500 million. The company aims to compete with Nvidia in the rapidly growing AI hardware market.

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2026-02-24 The Next Web

Nvidia’s Q4 results crucial for AI hardware market confidence

Nvidia's Q4 results are highly anticipated, as they could significantly impact confidence in the AI hardware market. Nvidia's dominant position in the sector, with its GPUs powering both training and inference, makes its results a key indicator of th...

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2026-02-24 The Register AI

Intel backs SambaNova's $350M bid to challenge GPUs in AI inference

SambaNova has raised $350 million to advance its dataflow architecture, which it pitches as an alternative to GPU-based AI systems. The goal is to compete with Nvidia, particularly with its B200 architecture, potentially offering advantages in speed ...

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2026-02-24 DigiTimes

A three-nation chip pact takes shape: Japan, Taiwan, India

A new trilateral agreement in the semiconductor sector sees Japan investing capital, Taiwan contributing its technological know-how, and India providing its vast talent pool. This collaboration aims to strengthen the global chip supply chain, diversi...

#LLM On-Premise #DevOps
2026-02-24 DigiTimes

Infineon bets on humanoid robots, targets AI data center-level growth

Infineon is expanding its reach, targeting not only AI data centers but also the emerging market of humanoid robotics. The company anticipates significant growth in both sectors, leveraging its expertise in power electronics and sensors.

#LLM On-Premise #DevOps
2026-02-24 DigiTimes

China's AI Race: Billions in Investments, Trillions in Tokens

China is at the heart of an intense competition in the field of artificial intelligence, with huge capital invested in the development of large language models (LLMs) and advanced computing infrastructures. The stakes are high, with significant impli...

#Hardware #LLM On-Premise #DevOps
2026-02-24 DigiTimes

ASML lifts EUV power to 1,000W, targets 50% chip output gain by 2030

ASML is increasing the power of its EUV (Extreme Ultraviolet Lithography) systems to 1,000W, aiming to boost chip production by 50% by 2030. This advancement is crucial for the manufacturing of advanced semiconductors, essential for artificial intell...

#LLM On-Premise #DevOps
2026-02-24 DigiTimes

Meta buys Nvidia Grace CPU separately: Intel under pressure?

According to AFP sources, Meta has decided to purchase Nvidia's Grace CPUs separately. This move could intensify competition in the processor market, putting further pressure on Intel, which is already competing with AMD and other chip manufacturers.

#Hardware
2026-02-24 DigiTimes

Taiwan's CMAT to debut as AI chip testing boom lifts margins

Taiwan's CMAT is preparing to debut in the testing sector for AI-dedicated chips. This entry comes at a time of strong market expansion, with growing margins for semiconductor manufacturers specializing in AI.

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2026-02-23 Phoronix

Modern AMD Graphics Driver Exceeds Six Million Lines of Code in Linux 7.0

The modern AMDGPU/AMDKFD open-source driver stack has surpassed six million lines of C code with the Linux 7.0 kernel. This marks a significant increase from four million lines of code just four years ago, highlighting the growing complexity of moder...

#Hardware #LLM On-Premise #DevOps
2026-02-23 Tom's Hardware

AI Boom: US exports from Taiwan now exceed exports from China

US exports from Taiwan now exceed those from China for the first time in decades, thanks to a 93.5% jump in advanced system exports. This increase is mainly driven by strong demand for artificial intelligence hardware, particularly from companies lik...

#Hardware #LLM On-Premise #Fine-Tuning
2026-02-23 DigiTimes

AMD puts India at center of its global AI strategy with Helios platform

AMD is strengthening its presence in India, placing the country at the center of its global artificial intelligence strategy with the new Helios platform and expanded partnerships. The initiative aims to capitalize on the growing Indian technology ec...

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2026-02-23 DigiTimes

Samsung regains DRAM lead, eyes HBM4 to strengthen edge

Samsung recorded a 40% revenue jump in the DRAM sector in Q4 2025, regaining market leadership. The company is now focusing on HBM4 technology to further consolidate its competitive position in the high-performance memory sector.

2026-02-23 DigiTimes

Can Polymatech anchor India's compound semiconductor supply chain?

Eswara Rao Nandam, CEO of Polymatech Electronics, aims to strengthen the Indian supply chain in the semiconductor sector. The company positions itself as a key player in this strategic market, with significant implications for the country's technolog...

#LLM On-Premise #DevOps
2026-02-23 DigiTimes

AMD backs Crusoe with a US$300 million loan

AMD replicates Nvidia's playbook by financially backing Crusoe, a provider of energy recovery solutions for data centers. The operation involves a US$300 million loan, signaling a growing interest from chip manufacturers towards energy optimization o...

#Hardware #LLM On-Premise #DevOps
2026-02-20 ArXiv cs.LG

MMCAformer: Traffic Speed Prediction with Connected Vehicle Data

A new model, MMCAformer, integrates macroscopic traffic flow data with microscopic driving behavior insights from connected vehicles to improve traffic speed prediction accuracy. The approach reduces uncertainty and increases accuracy, especially in ...

2026-02-20 DigiTimes

Tech giants double down on physical AI in the GenAI age

Major tech companies are increasingly investing in physical infrastructure for generative artificial intelligence. This trend reflects the growing importance of specialized hardware and local stacks to manage AI workloads efficiently and securely.

#Hardware #LLM On-Premise #DevOps
2026-02-19 Phoronix

AMD Announces hipThreads For Easier Porting Of C++ Code To GPUs

AMD announced hipThreads, a C++ style concurrency library for AMD GPUs, designed to simplify the porting of C++ code. This new addition to the ROCm/HIP ecosystem aims to make the development of high-performance applications on AMD GPUs easier.

#Hardware #LLM On-Premise #DevOps
2026-02-19 LocalLLaMA

Scaling GPUs Beyond Motherboard Limits: A Guide

A user is planning an AI server with eight GPUs, but available motherboards have a limited number of PCIe slots. The discussion explores the use of risers and other solutions to overcome these hardware limitations, allowing more GPUs to be connected ...

#Hardware #LLM On-Premise #DevOps
2026-02-18 Tom's Hardware

AI hyperscalers move to secure long-term uranium supply

Leading AI service providers are securing long-term uranium supplies from mining companies. This move aims to power future data centers with nuclear energy, addressing the increasing energy demands of AI model training and inference.

#LLM On-Premise #DevOps
2026-02-18 TechCrunch AI

Google adds music generation capabilities to the Gemini app

Google's Gemini app expands: users can now generate music from text, images, and videos. This new feature opens new creative frontiers, allowing the transformation of visual and written content into unique musical compositions.

#LLM On-Premise #DevOps
2026-02-18 DigiTimes

Samsung advances LPDDR5X-PIM, signaling memory's new role in AI computing

Samsung is developing LPDDR5X-PIM (Processing-in-Memory) to accelerate artificial intelligence workloads. This technology aims to reduce bottlenecks by moving some of the processing directly inside the memory chip, improving energy efficiency and ove...

#LLM On-Premise #DevOps
2026-02-17 DigiTimes

AI factory boom in Taiwan fuels construction and land plays

The increasing demand for artificial intelligence infrastructure in Taiwan is driving a surge in the construction sector and land market. The need for data centers and specialized factories to host AI workloads is growing rapidly, fueling new investm...

#LLM On-Premise #DevOps
2026-02-17 The Register AI

Meta to deploy Nvidia CPUs at large scale

Meta is deepening its partnership with Nvidia, integrating Nvidia's Grace processors into its CPU-only systems. The company plans to deploy millions of GPUs over the next few years and is already working on adopting Nvidia's upcoming Vera CPUs starti...

#Hardware #LLM On-Premise #DevOps
2026-02-17 LocalLLaMA

Qwen3.5 NVFP4: Quantized Inference on NVIDIA Blackwell

Qwen3.5 NVFP4 is now available, quantized with NVIDIA's Model Optimizer. The checkpoint weighs approximately 224GB with 17 billion active parameters. It is released under the Apache 2.0 license. It requires SGLang and provides launch examples on B200...

#Hardware
2026-02-17 DigiTimes

Alibaba unveils Qwen 3.5: a new frontier in multimodal AI agents

Alibaba has announced Qwen 3.5, a multimodal artificial intelligence model. The announcement highlights the continued progress in the field of AI agents capable of handling diverse inputs and outputs, opening new possibilities for advanced applicatio...

#LLM On-Premise #DevOps
2026-02-16 Tech.eu

The Fourth Law secures investment to advance drone AI for Ukraine

Kyiv-based defence technology company The Fourth Law (TFL) has secured new funding to further develop AI and robotics solutions for defence and public safety, particularly for autonomous drones used in Ukraine. TFL's AI modules can be integrated acro...

2026-02-16 DigiTimes

AI supply chain tracker: Power, substrate, and thermal split on momentum

DIGITIMES analyzes the dynamics of the artificial intelligence supply chain, with a particular focus on power, substrates, and thermal solutions. The article highlights how these elements are gaining importance in the context of developing increasing...

#LLM On-Premise #DevOps
2026-02-16 LocalLLaMA

AI Training Costs: 40% Annual Drop Driven by Hardware and Algorithms

According to Andrej Karpathy, the cost to train AI models like GPT-2 is decreasing by 40% annually. Improvements stem from better hardware (H100), optimized software (Flash Attention 3), advanced algorithms (Muon optimizer), and higher quality traini...

#Hardware #LLM On-Premise #Fine-Tuning
2026-02-15 Tech in Asia

China turns to liquid cooling as AI data centers overheat

The surge in AI data centers in China is driving the adoption of liquid cooling solutions. The higher power densities of AI systems require more efficient cooling methods to ensure optimal performance and reliability.

#Hardware
2026-02-15 LocalLLaMA

AdaLLM: NVFP4-first inference on RTX 4090 with FP8 cache

AdaLLM is a new runtime focused on accelerated NVFP4 inference on Ada Lovelace GPUs, such as the RTX 4090. It implements an FP8 KV cache and a custom FP8 decode kernel, avoiding FP16 fallback. It supports models like Qwen3 and Gemma3, offering perfor...

#Hardware #LLM On-Premise #DevOps
2026-02-14 LocalLLaMA

6-GPU local LLM workstation: scaling and orchestration advice

A Reddit user is experimenting with a local workstation equipped with 6 GPUs (approximately 200GB of VRAM) for concurrent execution of open-source reasoning models. The goal is internal data analysis and workflow automation. They are seeking advice o...

#Hardware #LLM On-Premise #DevOps
2026-02-14 LocalLLaMA

NVIDIA Nemotron-3: FP4 pre-training and H1 2026 release

NVIDIA announced that Nemotron-3 Super and Ultra models are being pre-trained using FP4 precision, leveraging the high FP4 throughput of NVIDIA GPUs. The models are expected to be released in the first half of 2026. An interesting aspect that emerged...

#Hardware #LLM On-Premise #Fine-Tuning
2026-02-14 DigiTimes

Nvidia deepens South Korea ties in smart factory push

Nvidia is expanding its collaboration with South Korea in the smart factory sector. The initiative aims to leverage Nvidia GPUs to optimize production processes, improve automation, and reduce operating costs. This partnership underscores the growing...

#Hardware #LLM On-Premise #DevOps
2026-02-13 LocalLLaMA

Nvidia's DMS Cuts LLM Inference Costs by Up to 8x

Nvidia introduced Dynamic Memory Sparsification (DMS), a technique that optimizes KV cache management in LLMs during inference. DMS, through a learned "keep or evict" signal for each token, reduces memory usage by up to 8x, enabling more performant m...

#Hardware #LLM On-Premise #DevOps
2026-01-26 DigiTimes

Memory innovation demand urgent as startups and SMEs gain opportunities

The increasing demand for memory capacity is driving innovation in the sector. Startups and SMEs face new opportunities to develop advanced solutions, essential to support artificial intelligence workloads and other data-intensive applications. Techn...

#LLM On-Premise #DevOps
2026-01-26 DigiTimes

Foxconn leads EMS/ODM rankings on AI servers and Apple boost

According to DIGITIMES, Foxconn maintains its leading position in the production of AI servers, also benefiting from strong demand from Apple. Competition in the sector remains high, with other manufacturers seeking to gain market share.

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2026-01-26 DigiTimes

Power transmission efficiency shapes future of AI computing

Power transmission efficiency is becoming a critical factor in the development of artificial intelligence and regional competitiveness. Optimizing energy consumption is essential to reduce the operating costs and environmental impact of AI data cente...

#Hardware #LLM On-Premise #DevOps
2026-01-26 DigiTimes

Pegatron aims for growth in AI servers and automotive sectors

Pegatron, despite market challenges, aims for significant growth in the AI server and automotive sectors. The Taiwanese company plans to expand its presence in these strategic markets to offset difficulties encountered in other areas.

#LLM On-Premise #DevOps
2026-01-25 DigiTimes

The ASIC server wars begin as Nvidia squeezes the margins

According to DIGITIMES, the ASIC-based server market is about to enter a phase of more intense competition, with Nvidia putting pressure on profit margins. This could lead to new dynamics in the artificial intelligence hardware sector.

#Hardware #LLM On-Premise #DevOps
2026-01-25 DigiTimes

Ennostar’s Micro LED bet targets a bottleneck inside AI server racks

Ennostar is betting on Micro LEDs to solve overheating issues inside AI servers. The technology could improve the efficiency and reliability of cooling systems, which are crucial for the performance of artificial intelligence workloads.

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2026-01-25 LocalLLaMA

Extreme Modding: RTX 4090 Upgraded to 48 GB of Memory

An enthusiast has published a detailed guide to increase the memory of an RTX 4090 up to 48 GB. The procedure, which requires advanced soldering skills and in-depth hardware knowledge, is documented in a video and is generating interest in the moddin...

#Hardware
2026-01-25 DigiTimes

Nvidia's China AI chip share falls to 8% as local rivals ramp up

Nvidia's market share in the Chinese AI chip sector has fallen to 8%. Chinese manufacturers are increasing production and gaining market share, eroding the dominance previously held by the US company. This dynamic reflects increasing competition in t...

#Hardware
2026-01-23 LocalLLaMA

Nvidia GH200: User Builds Liquid-Cooled Powerhouse

An enthusiast has completed the assembly of a high-performance system based on the Nvidia GH200 GPU with 144GB of HBM3e memory. The configuration also includes an RTX Pro 6000 card, an 8TB SSD, and a liquid cooling system to manage the high temperatu...

#Hardware
2026-01-23 Tom's Hardware

Intel shares down 13%, demand to outpace supply until 2026

Intel's shares plummeted 13% following the release of its latest earnings report. Despite improved results compared to previous losses and significant external investments, the company anticipates supply constraints in Q1 2026. While management stabi...

#Hardware
2026-01-23 DigiTimes

China and Vietnam remain key manufacturing hubs despite US tariffs

Despite trade tensions with the US and resulting tariffs, China and Vietnam remain central to Taiwanese companies' manufacturing strategies. These countries continue to be attractive hubs for manufacturing investments, thanks to established infrastru...

2026-01-23 DigiTimes

ASML leads chip equipment charge into advanced packaging

ASML is at the forefront of the chip manufacturing equipment sector, driving innovation in advanced packaging. The Dutch company is a key supplier to semiconductor manufacturers worldwide, playing a crucial role in the development of increasingly sop...

2026-01-22 Tom's Hardware

AMD ROCm: Radical Transformation for AI Development

AMD presented significant updates to ROCm, its software platform, at CES 2026. The company aims to break down barriers in the development of artificial intelligence applications, making ROCm an increasingly accessible and powerful tool for developers...

#Hardware
2026-01-22 DigiTimes

Cloud ASIC shipments set to surge in 2026

According to a DIGITIMES report, the market for ASICs (Application-Specific Integrated Circuits) for the cloud is experiencing strong growth. Shipments are expected to surge starting in 2026. Memory capacity remains a critical factor and a potential ...

#Hardware
2026-01-21 Phoronix

AMD Sends Out Linux Patches For Next-Gen EPYC Features

AMD has sent out a set of 19 patches to the Linux kernel mailing list, preparing for new CPU features expected in the next-generation EPYC "Venice" processors. These patches suggest enhancements in memory management and security, indicating a focus o...

#Hardware
2026-01-21 Phoronix

PyTorch 2.10 Released With More Improvements For AMD ROCm & Intel GPUs

PyTorch 2.10 is out today as the latest feature update to this widely-used deep learning library. The new PyTorch release continues improving support for Intel GPUs as well as for the AMD ROCm compute stack along with still driving more enhancements ...

#Hardware
2026-01-21 Tom's Hardware

Nvidia Dethrones Apple as TSMC’s Largest Customer

Nvidia CEO Jensen Huang confirmed that his company has overtaken Apple as TSMC's biggest customer, becoming its top client after more than 20 years. This shift underscores Nvidia's growing prominence in the semiconductor industry.

#Hardware
2026-01-21 MIT Technology Review

AI to Boost Productivity by Augmenting, Not Replacing, Workers

A new study by Vanguard forecasts that artificial intelligence (AI) will significantly impact productivity, comparable to the personal computer. AI will augment human capabilities rather than completely replace them, leading to a transformation of wo...

2026-01-21 DigiTimes

AI demand boosts Unimicron and Nan Ya PCB profits in December 2025

Unimicron and Nan Ya anticipate increased profits for December 2025, driven by strong demand for PCBs (Printed Circuit Boards) fueled by the artificial intelligence sector. This increase underscores the crucial role of PCB manufacturers in the rapidl...

2026-01-21 DigiTimes

Fortune Electric, Nan Ya Target US Transformer Market Opportunities

Fortune Electric and Nan Ya are aiming to expand their presence in the US transformer market, capitalizing on the urgent need to upgrade the country's aging grid infrastructure. Demand, driven by large-scale AI computing, is outpacing domestic produc...

2026-01-21 DigiTimes

Nvidia challenges Apple's longtime TSMC priority

Nvidia aims to displace Apple as TSMC's priority customer. The competition to secure TSMC's manufacturing capabilities is intensifying, with significant implications for the future of hardware.

#Hardware
2026-01-20 DigiTimes

Taiwan rolls out tiered electricity rates for data centers

Taiwan is introducing tiered electricity rates for data centers in response to the growing energy consumption linked to artificial intelligence. The move aims to incentivize energy efficiency and better manage electricity demand, amid a potential ene...

2026-01-20 DigiTimes

Inventec doubles 2026 capex to US$1 billion for AI servers

Inventec has announced a doubling of its planned capital expenditure for 2026, bringing it to US$1 billion. The decision is driven by growing opportunities in the artificial intelligence (AI) server market. The company aims to strengthen its position...

#Hardware
2026-01-20 DigiTimes

AI servers: Taiwan supply chain broadly lifted in 2025

The demand for AI servers is expected to significantly impact Taiwan's supply chain in 2025. The primary beneficiaries will be ODM/EMS manufacturers, cooling system specialists, and optical component suppliers. The growth of the AI server market cont...

#Hardware
2026-01-20 The Register AI

Micron Acquires $1.8bn DRAM Chip Plant in Taiwan

Micron has announced the acquisition of a DRAM chip manufacturing campus from Powerchip Semiconductor Manufacturing Corporation (PSMC) in Taiwan for $1.8 billion. This acquisition will allow Micron to quickly increase its DRAM manufacturing capacity....

2026-01-19 LocalLLaMA

Free GPU Credits to Test LLM Training Platform

A small team is offering free compute credits for its GPU platform, in exchange for usage feedback. Available GPUs include RTX 5090 and Pro 6000, suitable for LLM inference, fine-tuning, or other machine learning workloads.

#Hardware #Fine-Tuning
2026-01-19 DigiTimes

TSMC eyes rapid 2nm growth in 2026

Taiwanese giant TSMC anticipates strong expansion of its 2nm production starting in 2026, backed by substantial investments and the expansion of its manufacturing capabilities in both Taiwan and the United States. This strategic move aims to solidify...

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