AI hardware

AMD has agreed to acquire World Labs, the spatial-intelligence startup cofounded by Stanford AI pioneer Fei-Fei Li, often called the 'godmother of AI', in a deal valued at $8.2 billion. The move marks one of AMD's largest acquisitions and signals its push to deepen its position in artificial intelligence hardware and software as competition with Nvidia and Intel intensifies.

TSMC is increasingly dictating pricing across the AI chip industry, as the Taiwanese foundry remains the dominant manufacturer of advanced chips for companies like Nvidia, AMD and countless AI startups. With demand for leading-edge fabrication capacity outstripping supply, TSMC's pricing power shapes costs and margins across the entire AI hardware ecosystem.

Google has announced Project Suncatcher, an initiative to put machine learning infrastructure in space, exploring solar-powered data centres in orbit. The company published details on its research blog, framing it as a long-term bet on scaling AI compute beyond Earth. Early reactions online are focused on the feasibility of launching and maintaining hardware in orbit and on whether it signals how extreme AI's energy demands have become.

Samsung has pledged $1.0 billion to an AI infrastructure company backed by private equity firm KKR and chipmaker Nvidia, according to The Wall Street Journal. The investment underscores Samsung's push to expand its footprint in artificial intelligence infrastructure amid intense global competition for AI capacity, hardware and data-center resources. Details on the target company's valuation and Samsung's strategic plans for the stake were not disclosed in the report.

Reports indicate China may permit ByteDance and Alibaba to purchase Nvidia's RTX PRO 5500 chips, a possible easing of restrictions on access to advanced Nvidia hardware. The news drew attention because it concerns which Chinese tech giants can obtain powerful AI-capable chips amid ongoing US-China tensions over semiconductor export controls. Details on timing and conditions of any approval were not provided.

Nvidia wants to build a watchdog function directly into its chips to keep AI agents on a short leash. The feature would monitor and control the actions of autonomous AI systems running on Nvidia hardware, limiting what they can do without oversight. It signals Nvidia's push to make safety enforcement a hardware-level feature as AI agents move into wider commercial use.

A filing shows ByteDance gained access to more than 2,000 Nvidia B200 chips through Nscale's data center in Norway, despite US export controls restricting advanced AI chips to China. A Singaporean subsidiary, Spring, reportedly contributed 73% of the UK neocloud's 2025 revenue. The arrangement raises fresh questions about how restricted hardware reaches Chinese firms indirectly.

Nvidia announced the Open Agent Safety Platform, combining open source software with a reference system design that uses a hardware-based watchdog to keep AI agents within set boundaries. The announcement, reported by SecurityWeek, comes amid growing concern over autonomous AI agents acting unpredictably, and positions Nvidia to supply safety tooling for enterprise AI deployments.

Nvidia is pushing a watchdog chip designed to sit alongside every AI agent, supervising its actions and intervening when behaviour goes wrong. The announcement, reported by CNBC, signals Nvidia's effort to make autonomous AI systems safer and more accountable as they spread through enterprise software. Discussion is focused on whether dedicated oversight hardware is a genuine safety breakthrough or a way for Nvidia to sell more chips.

The Chips Joint Undertaking has opened calls worth €80 million to advance European AI computing capabilities. The funding aims to strengthen the EU's semiconductor and AI hardware base, supporting research and innovation in chips designed for artificial intelligence workloads as Europe seeks greater technological autonomy.

Nvidia has released new software that the company says can prevent AI agents from acting outside their intended instructions. The tool is aimed at the fast-growing field of autonomous AI agents, which can take actions on users' behalf. The announcement underscores Nvidia's push to supply safety and control tooling alongside its dominant AI computing hardware.

Chipmaker Cerebras has agreed to supply 100 megawatts worth of AI chips to Gimlet Labs, a cloud startup building AI infrastructure. The deal marks a major scale-up for Cerebras, whose wafer-scale chips compete with GPUs for AI workloads, and signals growing demand among emerging cloud providers for alternative AI computing hardware.

NVIDIA has introduced the Open Agent Safety Platform, pairing the Apache 2.0-licensed OpenShell with Sentry running on BlueField-4 hardware, aiming to isolate AI agents at the kernel level and provide a hardware-based kill switch. More than 100 partners are on the launch list. Security commentators are debating whether such containment can stop agents capable of faking their own logs.

China's artificial intelligence industry is moving beyond playing catch-up with global leaders and entering a phase focused on commercialization, according to DigiTimes Asia. The report suggests domestic chipmakers and hardware suppliers are now positioning AI products for real market deployment rather than simply narrowing the technology gap, a shift with implications for the global semiconductor supply chain.

Europe and the United Arab Emirates are planning a $1 billion data center in orbit, built around 50 connected satellite computers. A central 'LLM store' would let users choose which open source AI model to run on data gathered by satellite sensors, processing information in space rather than beaming it all back to Earth. The project highlights growing interest in orbital computing for space-based data processing.

The Chinese government has signaled it may permit companies including Alibaba and ByteDance to purchase Nvidia's new RTX Pro 5500 chips, according to a report by The Information citing people familiar with the matter. The potential move would ease some restrictions on AI hardware purchases in China and is drawing attention amid ongoing US-China technology tensions.

Samsung has announced a plan to invest one billion US dollars in Helix, an AI infrastructure company, according to an official statement from the company. The move signals Samsung's continued push into artificial intelligence hardware and services at a time when global tech firms are racing to secure computing capacity and data-center resources.

Reports say Chinese authorities have approved Nvidia's RTX PRO 5500 chip for use by companies including Alibaba and ByteDance, despite ongoing US export restrictions on advanced semiconductors. The move would let major Chinese tech firms access Nvidia hardware at a time when Washington continues to limit what AI chips can legally reach the Chinese market.

China has reportedly relaxed restrictions on NVIDIA GPUs as part of a shift in its artificial intelligence strategy, according to a report in South Korean media. The move would allow Chinese firms greater access to NVIDIA's AI chips, which have been subject to US export controls and earlier Chinese procurement curbs. Details on the scope and timing of the relaxation remain limited.

OpenAI has posted a cryptic image of an orb to promote its upcoming DevDay 2026 developer conference. The teaser offers no details about the event's agenda, leaving developers and AI watchers to speculate about what announcements the company may be planning. Commenters are debating whether the orb hints at new hardware, a model reveal, or is simply abstract branding.

Market chatter is focusing on the possibility that Nvidia's new AI chips could be sold in the Chinese market. The report, carried by financial media, has drawn attention from investors watching US-China semiconductor export restrictions. Any move by Nvidia to supply advanced AI hardware to China would have significant implications for the global chip industry and trade policy.

New coverage examines how artificial intelligence is reshaping the semiconductor industry, from chip design to rising demand for the specialized materials needed to manufacture AI processors. The reporting highlights the broader transformation of the sector as suppliers adapt to the surge in AI hardware requirements, with investors watching closely for which chipmakers and materials producers stand to benefit most from the shift.

NVIDIA has announced an in-chip watchdog feature designed to monitor and contain misbehaving AI agents, with around 100 companies joining the initiative. The hardware-level safeguard aims to detect rogue autonomous agents before they cause damage, reflecting growing industry concern over AI safety and control as agentic systems are deployed more widely.

A new publication examines the economics of running open-weight AI models for inference, weighing the costs of self-hosting open models against using closed commercial APIs. The discussion touches on hardware requirements, serving efficiency, and whether open-weight approaches can compete on price. Readers are debating the real cost differences and what they mean for businesses choosing AI infrastructure.

China is reportedly considering allowing ByteDance and Alibaba to buy new Nvidia chips, according to The Information. The potential approval would mark a shift in Beijing's stance on US semiconductor imports, which have been restricted amid export controls and trade tensions. Such a move would give China's largest tech companies access to advanced AI hardware, with implications for Nvidia's business and ongoing US-China technology negotiations.

China may permit Alibaba and ByteDance to purchase new Nvidia chips, according to a report by The Information picked up by Yahoo Finance and Investing.com. If confirmed, the move would mark a relaxation of Beijing's stance on US-made AI hardware for its largest tech companies, amid ongoing tensions over semiconductor export controls between Washington and Beijing.

China is reportedly relying on American-made AI chips even as it follows its long-standing 'hide strength and bide time' strategy of concealing its technological capabilities. The report highlights the tension between Beijing's push for semiconductor self-sufficiency and its continued dependence on U.S. processors to power artificial intelligence development, a dependence Washington has repeatedly tried to exploit through export controls.

AI chipmaker Cerebras Systems has agreed to supply artificial intelligence computing systems to Gimlet Labs, a cloud computing startup. The deal gives the younger company access to Cerebras' wafer-scale hardware for running AI workloads, and marks another commercial win for Cerebras as it competes with Nvidia and other suppliers in the fast-growing market for AI infrastructure.

Europe is pushing to become a serious player in artificial intelligence, but its plans depend heavily on foreign-controlled supply chains for semiconductors and other critical components. The continent lacks domestic chip manufacturing capacity at the scale needed for AI development, leaving it reliant on suppliers in the US and Asia. Commentators question whether Europe can build genuine tech sovereignty without securing its own hardware foundations.

South Korean robotics firm Angel Robotics has launched phai-x1, a wearable robot platform designed for physical AI research. The company is positioning the system as a tool for researchers developing AI that interacts with human movement, an emerging focus in robotics. Details on specifications, pricing and availability have not yet been widely reported.