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Archive/hardware & infrastructure

⚡ Hardware & Infrastructure

AI chips, GPUs, data centers, cloud compute, and the hardware powering the AI revolution.

658 articles

Importance:LaunchAI Agent Security

NVIDIA rolls out open platform to secure AI agents end-to-end

NVIDIA introduced the Open Agent Safety Platform, an open-source software stack and reference design meant to strengthen security around AI agents from testing through deployment. Source: nvidianews.nvidia.com

Importance:PolicyInternational Trade Policy

China May Loosen Restrictions on NVIDIA AI Chip Purchases

Beijing is reportedly considering a plan that would let major domestic tech firms like ByteDance and Alibaba buy NVIDIA's new AI chips. The move would mark a shift in China's approach to controlling access to advanced foreign semiconductors. Source: businesskorea.co.kr

Importance:PolicyInternational Trade Policy

Report: China Could Let ByteDance, Alibaba Buy New NVIDIA Chips

According to sources, China's government has signaled openness to allowing select domestic companies to purchase a new NVIDIA chip designed for high-end professional computers. The potential policy shift could ease tensions around AI chip access between the two countries. Source: theinformation.com

Importance:ResearchData Center Efficiency

NVIDIA's DSX MaxLPS Aims to Squeeze More Throughput Out of AI Factories

NVIDIA explains how its DSX MaxLPS system helps AI data centers avoid wasted power capacity. Since facilities are typically built for worst-case peak GPU power draw, better power management can unlock significant extra throughput and efficiency. Source: developer.nvidia.com

Importance:Newsmarket projections

AI Chip Market for Data Centers Set to Hit $860 Billion by 2030

The global market for AI chips used in data centers is expected to grow from $124 billion today to $860 billion by 2030, according to a new forecast. The surge reflects booming demand for computing power to train and run large AI models. Source: m.ajupress.com

Importance:NewsAI chip market

AMD Hits $1 Trillion Valuation, $1,000 Stock Target Now in Sight

Advanced Micro Devices has surpassed a $1 trillion market valuation after reaching its $600 price target, fueled by major AI chip deals. Analysts now see the company's AI GPU business as the key driver for further stock gains, with $1,000 per share seen as the next milestone. Source: seekingalpha.com

Importance:NewsAI memory supply chain

Huang's Pledge to Double Chip Output Ties Up 37% of HBM Supply

Nvidia CEO Jensen Huang made another bold prediction on September 17, 2026, this time at an AI summit hosted by King Charles III. His commitment to double chip production reportedly commits over a third of the world's high-bandwidth memory supply. Source: shattered.io

Importance:NewsAI chip developments by major Chinese tech companies

Huawei and Alibaba Report Advances in AI Chips, Clusters and Models

Both Chinese tech giants announced updates on their semiconductor and AI infrastructure efforts, spanning custom AI chips, computing clusters, and new models. The news signals continued momentum in China's push for AI hardware independence. Source: hpcwire.com

Importance:Newsoptional label

Forget HAL — This New AI Thinks Like a Chip Designer

A reflection on how far AI technology has come, even without sci-fi staples like flying cars: some current AI capabilities already surpass what was once considered futuristic, including systems that approach problems the way chip designers do. Source: eejournal.com

Importance:Launchoptional label

Beyond TOPS: AMD's Ryzen AI Embedded X100 Targets the Edge

AMD's new Ryzen AI Embedded X100 Series is built to run agentic AI workloads at the edge, supporting more simultaneous agents thanks to unified memory, x86 compatibility, and long product lifecycles. Source: amd.com

Importance:Newsoptional label

Oracle and AMD Push Enterprise AI Into a New Infrastructure Phase

Oracle and AMD are teaming up on a unified strategy covering compute, networking, software, and flexible deployment options for enterprise AI. The Helios platform plays a key role in this joint push. Source: blogs.oracle.com

Importance:Newsmarket analysis

Nvidia Shares Slip as Google's AI Chip Ambitions Loom

Nvidia's stock stalled in its push toward new record highs, with growing competition from Google's AI chips seen as a key factor. Shares ended the session down 1.4%. Source: barrons.com

Importance:LaunchAI hardware launch

Supermicro Starts Shipping Racks for Nvidia's Vera Rubin NVL72 Systems

Supermicro has begun delivering fully liquid-cooled rack systems built for Nvidia's next-generation Vera Rubin NVL72 platform. The company says its DCBBS infrastructure covers all essential components needed to speed up deployment. Source: ir.supermicro.com

Importance:Newsgeopolitical AI chip competition

China's AI Chip Surge Gives Xi Leverage Ahead of Trump Summit

A wave of new domestically developed chips and AI models is boosting Beijing's confidence just as a U.S.-China summit begins. The progress signals to Washington that sanctions haven't stopped China's tech ambitions. Source: cnbc.com

Importance:LaunchEdge AI chips

From Sensor to Insight: Proven Single-Chip Edge AI Ready for Production

AMD's Versal AI Edge Series Gen 2 combined with the Vitis AI toolkit is designed to speed up deployment of production-grade edge and physical AI systems. Source: amd.com

Importance:NewsAI chip geopolitics

Huawei Limits AI Chip Exports as Its Atlas Cluster Reaches 120 Exaflops

Huawei says domestic demand for its Ascend AI chips now exceeds available supply, forcing it to cut back on exports abroad. Its Atlas cluster, built from 15,488 chips, highlights the scale — and consequences — of this shift. Source: shattered.io

Importance:NewsAI deployment partnerships

NVIDIA and Partners Show Off AI Progress Across Southeast Asia at AI Day Singapore

NVIDIA and its partners are helping regional governments push AI beyond pilot projects into full-scale production, relying on open models, developer tooling and a wide network of collaborators. Source: blogs.nvidia.com

Importance:NewsChinese AI chips

AMD Hits Major Milestone That Shakes Up the AI Chip Race

AMD's market value has surged past $1 trillion, with its stock climbing above $600 amid a wave of price hikes. The move signals a notable shift in the competitive balance against Nvidia in the AI chip market. Source: thestreet.com

Importance:NewsAI cost reduction

Apple's New Macs Take Aim at Microsoft and Nvidia in Race to Cut AI Costs

As Apple's newest desktop machines begin shipping this Tuesday, company executives are pitching them to enterprise customers as a cheaper alternative for running AI workloads compared to rival offerings. Source: reuters.com

Importance:NewsMobile AI chips

Qualcomm Launches AI-Focused Android Chip as Memory Shortage Hits Phone Market

Qualcomm has introduced a new Android chipset designed with AI workloads in mind, even as a shortage of memory components pressures the smartphone industry. Analysts expect global smartphone shipments to fall 14% in 2026. Source: cnbc.com