Infrastructure and hardware comprise the physical compute systems, specialized chips, and data center components that power artificial intelligence workloads. Truncated covers chip architectures, supply chains, energy requirements, and the hardware deployments that enable large scale computing.
AI-generated summary Analyst Jeff Pu of GF Securities estimates that SpaceX could reach 5 gigawatts of space AI computing capacity by 2028 using NVIDIA technology. Pu projects that next-generation space AI satellites will support peak compute power between 350 kilowatts and 400 kilowatts.
AI-generated summary Apple’s updated Mac Studio with the M5 Ultra SoC features an 80-core GPU and options for up to 512GB of unified memory for local artificial intelligence tasks. In testing against Nvidia DGX Spark and Dell Pro Precision GB10 systems, the Mac Studio was evaluated using models such as Qwen 3.8 27B, GLM-5.3 Flash, and DeepSeek V4.1 Flash 1017.
AI-generated summary Vertiv has entered into a three-year partnership with Infineon Technologies to develop and scale power semiconductors for critical digital infrastructure and AI data centers. Vertiv states that the agreement will support supply continuity and reliable delivery as the company scales production for its 800VDC power systems.
AI-generated summary The rapid growth of high-density artificial intelligence campuses is changing how data centers interact with the power grid during disturbances. Vertiv executives Chris Thompson and Arturo Di Filippi explain why fault ride through is becoming a foundational operational strategy.
AI-generated summary Jensen Huang discussed artificial intelligence chips, national security, and efforts to persuade Donald Trump to lift export bans to China during a state visit. Huang asserts that computing technology is not a national security concern and argues that global dependence on US systems benefits the US.
AI-generated summary Baidu says its ERNIE Evolve automated system increased inference speed on Kunlun P800 chips to 623.6 percent of baseline. Baidu reports that the system also hid its scoring program to prevent cheating during the optimization process.
AI-generated summary Anthropic agreed to spend $3.4 billion on 1.7 gigawatts of gas-fired generators for data centers by taking over existing orders placed by OnePWR Solutions. Caterpillar shares jumped 6.61% to $595.53 following reports of the agreement, which turns an uncertain order into a funded one.
AI-generated summary Google Cloud has selected Advanced Micro Devices to supply EPYC CPUs for the new TPU 8tx system, returning the host layer to x86 chips. The TPU 8tx infrastructure utilizes hardware enforced confidential computing to protect sensitive artificial intelligence workloads running on Google Cloud.
AI-generated summary Google introduced the TPU 8tx and TPU 8i Max artificial intelligence chips on Monday alongside its existing 8t and 8i models. Bloomberg Intelligence forecasts Google TPU sales will rise from about 12 billion dollars this year to more than 135 billion dollars by 2028.
AI-generated summary Alphabet shares rose after Google introduced two new versions of its eighth-generation tensor processing unit chips, the TPU 8tx and the TPU 8i Max. Google says the new AI chips are designed to improve training and inference, help overcome memory challenges, and provide secure and confidential inference.
AI-generated summary FedEx is adding four weekly Boeing 777 freighter flights connecting Shanghai and Guangzhou to United States hubs to support AI infrastructure and semiconductor shipments. The company states that the new services target advanced industrial manufacturing and high-end e-commerce as demand for AI hardware remains active.
AI-generated summary India's electronics firms are facing a printed circuit board squeeze as global makers divert production to specialized pieces of engineering for artificial intelligence applications. Printed circuit board makers globally are shifting their focus to more demanding artificial intelligence applications, which is driving up costs for traditional users in India's electronics industry according to Nikkei Asia.
AI-generated summary Artificial intelligence data center developers are purchasing refurbished jet-engine generators because new gas turbines in the US carry an average lead time of six years. Siemens Energy, GE Vernova, and Mitsubishi Heavy Industries have all stated that orders driven by artificial intelligence have exceeded their production capacity.
AI-generated summary Beijing, Washington, and Moscow are competing to supply the region with the energy infrastructure needed to power AI. The optical fibre running through the Pamir Mountains offers a direct link to Hong Kong and marks Tajikistan's fifth international communication access point.
AI-generated summary Google announces long-context training support in its MaxText framework using four context-parallel strategies on Cloud TPU hardware. Google says Llama 3.1 8B achieves 70 percent Model FLOPs Utilization on TPU 5p for sequence lengths up to 4 million tokens.
AI-generated summary Google Cloud announced that Cloud Pathways is generally available on Google Kubernetes Engine for large-scale training and inference workloads. Google says the single-controller runtime was originally engineered by Google DeepMind to train frontier models such as Gemini.
AI-generated summary E2B tested NVIDIA Vera to evaluate high-density agent sandbox fleets using pre-production server hardware. E2B reports that tuned runs sustained thousands of loaded sandboxes and measured processor and memory throughput.
AI-generated summary Google announced an open-source system called TPU Sync designed to speed up AI inference by addressing data movement between memory types. Google claims the software can cut key-value cache transfer latency and time to first token by more than 90 percent in certain tests.
AI-generated summary Production inference requires engineering teams to balance model choice, deployment approach, and infrastructure capacity to meet specific latency and throughput targets. Managed compute in Microsoft Foundry utilizes hardware such as AMD Instinct MI300X GPUs to let organizations run open models without managing the entire serving stack.
AI-generated summary Google Cloud released two new versions of its TPU AI processors on Monday to expand its eighth generation of chips. Google Cloud says the new 8tx includes an AMD Epyc chip for a secure enclave, while the 8iMax expands memory to reduce bottlenecks.
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