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Archive/hardware & infrastructure

⚡ Hardware & Infrastructure

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

653 articles

Importance:NewsAI safety hardware

Why scaling physical AI requires safety built into every layer

Safety for physical AI systems covers hardware, software and rigorous validation. NVIDIA's Halos platform aims to deliver full-stack safety for autonomous vehicles and robots. Source: blogs.nvidia.com

Importance:NewsCPU competition

Nvidia's Vera CPU reshapes competition with Intel and AMD

Nvidia doesn't need to build the best standalone server processor to steal market share from companies that specialize in exactly that. Source: drrobertcastellano.substack.com

Importance:Newspolicy influence

Nvidia's Jensen Huang becomes Trump's key ally in AI safety debate

As head of the world's most valuable company and the chipmaker driving the AI boom, Jensen Huang has gained significant influence with President Trump. His stance has positioned him as a counterweight to voices warning about AI risks. Source: cnbc.com

Importance:Newschip manufacturing

ASML and chip giants like TSMC plan a larger platform for AI chip production

Reuters reported on September 8, 2026, that ASML Holding intends to collaborate with major clients, including TSMC, on expanding manufacturing capabilities for AI chips. Source: finance.yahoo.com

Importance:NewsAI safety

Nvidia's Jensen Huang dismisses AI extinction fears as "doomsday narratives"

Nvidia's co-founder told CBS News that predictions of AI wiping out humanity within a few years are irresponsible and lack scientific grounding. Source: cbsnews.com

Importance:NewsAI infrastructure

Delta unveils infrastructure for Nvidia's DSX AI factories

Delta Electronics presented new infrastructure technologies designed for AI factories built on Nvidia's DSX AI Factory Platform. The platform combines reference designs and other components to support large-scale AI deployment. Source: engineering.com

Importance:Newsmarket performance

Chip Stocks Slide as AI Leaders Warn to Slow Development Pace

Shares of major chipmakers including Nvidia, Broadcom and Marvell Technology fell after prominent AI figures called for a more cautious pace of development. The warnings rattled investors already nervous about the sustainability of the AI boom. Source: wsj.com

Importance:Researchchip design

Edinburgh Researchers Explore AI's Shifting Role in Chip Design

A team at the University of Edinburgh released a technical paper examining how LLMs are changing digital EDA workflows, moving from simple code generation toward orchestrating entire design processes. The study outlines this evolving role of AI within chip design tools. Source: semiengineering.com

Importance:Newsdefense infrastructure

Nvidia and Other US AI Infrastructure Stocks Linked to Defense Spending Boom

Washington is renewing its focus on AI and defense infrastructure, including plans for a dedicated "AI Force" and an AI czar overseeing chip policy. Analysts point to Nvidia and other US firms as key beneficiaries of this shift in federal spending. Source: finance.yahoo.com

Importance:Newsindustry events

AI Infra Summit 2026 Draws Record Crowds in Santa Clara

This year's AI Infra Summit, formerly known as the AI HW Summit, attracted more than 9,000 registered attendees over three busy days of sessions in Santa Clara. The event highlighted the rapid growth of interest in AI infrastructure and hardware. Source: forbes.com

Importance:NewsAI chip industry

Nvidia's Huang: AI development should push ahead 'as fast as we can'

In a CBS News interview, Nvidia CEO Jensen Huang argued tech firms should keep advancing AI despite recent calls for caution. He maintained that progress can continue without abandoning safety considerations. Source: cbsnews.com

Importance:NewsAI chip competition

Huawei's Atlas 960 SuperPoD challenges Nvidia's AI dominance

Huawei is ramping up production of its Ascend 960 chips and expanding the Atlas 960 SuperPoD system as part of a broader push to offer an alternative to Nvidia's AI infrastructure. The move signals Huawei's ambition to compete more directly in high-end AI hardware. Source: channelinsider.com

Importance:NewsAI cloud compute

Nvidia-backed cloud firm Nscale reports huge revenue jump ahead of US IPO

British AI cloud provider Nscale, backed by Nvidia, disclosed in its US IPO filing that revenue soared 1,252% in the first half of 2026. The company is now looking to capitalize on that growth by going public. Source: reuters.com

Importance:NewsAI chip industry

Nvidia chief reiterates: AI progress should move 'as fast as we can'

Jensen Huang insists AI products must remain safe even as the industry debates whether frontier development should slow down. His comments come amid growing calls from some experts for a more cautious approach. Source: aa.com.tr

Importance:NewsHuawei AI Chip

Huawei targets early 2027 for new AI chip to rival Nvidia

Huawei is speeding up development of its next-generation Ascend 960DT AI chip in an effort to challenge Nvidia's dominance. The move is part of China's broader push to close the gap in AI computing power. Source: techcrunch.com

Importance:LaunchData Center Consortium

Nvidia, Google and Emerald AI team up on flexible data center initiative

Nvidia, Google and startup Emerald AI have launched an industry consortium aimed at promoting more flexible data center infrastructure. The initiative seeks to help facilities better adapt to fluctuating power and computing demands. Source: siliconangle.com

Importance:NewsNvidia Growth Forecast

Jensen Huang predicts Nvidia will double chip sales next year

Nvidia's CEO says the company expects to sell twice as many chips in the coming year, reinforcing earlier growth projections. The forecast suggests strong momentum for at least the next six quarters. Source: cnbc.com

Importance:NewsSemiconductor Expansion

GlobalFoundries and Marvell expand chip deal for AI data center links

GlobalFoundries and Marvell Technology have broadened their partnership to boost production capacity for semiconductors used in high-speed data connectivity. The chips are key components supporting AI data center infrastructure. Source: reuters.com

Importance:NewsChina AI Competition

China accelerates domestic AI chip development — real threat to Nvidia?

Nvidia's top-end GPUs have long been considered unmatched, which is why they remain in high demand worldwide. But China's faster progress on homegrown AI chips is raising questions about how long that lead can hold. Source: fool.com

Importance:Newsdata centers

Emerald AI, Google and NVIDIA Form Alliance for Flexible AI Data Centers

The newly formed AI Energy Management Alliance unites players across the AI and power supply chain to speed up integration of grid-friendly, adaptable data centers. The initiative aims to help data centers respond more dynamically to grid conditions while supporting AI growth. Source: blogs.nvidia.com