From the archive
AI hardware provides the computing power, memory and networks used to train and run artificial intelligence models. Follow news on GPUs, AI accelerators, data centres, chip design and energy demand. Read how changes in infrastructure affect performance, availability and cost, and distinguish measured results from vendor claims about what the next generation of computing will deliver.
Lead story
San Francisco has passed a temporary ban on new data centres within city limits, according to Bloomberg. The decision puts a practical question beside the AI boom: how much room should a city make for the infrastructure that powers it?
Read the report & discussion ↗AWS AI Watch
AWS’s AI business has passed a $25bn annual revenue run rate, while Amazon is spending heavily to expand its cloud and AI infrastructure. Yahoo Finance’s 7 October article also points to a sharp tension: the reported growth comes alongside a $7.6bn trailing-year free-cash-flow outflow, largely tied to higher…
AMD Watch
HPE has added four AMD-powered servers to its ProLiant Gen13 range, spanning GPU-heavy systems, compact compute and high-density racks. The practical detail is the spread: customers can choose a configuration for AI inference or large-scale workloads without treating every server like the same very expensive answer.
AMD Watch
AMD is pitching its upcoming Ryzen AI Max+ PRO 495, known as Gorgon Halo, as a way to run larger AI models locally by giving the system up to 192GB of shared memory. The most eye-catching benchmark claims are workload-dependent, but the memory capacity points to a real…
Watch Desk
Big tech firms have borrowed around $500 billion since January to fund AI chips, servers and data centres, as US government bond yields climb above 5.30%. Yahoo Finance reports that analysts see AI borrowing as one pressure on markets, alongside inflation and other forces.
Watch Desk
Turba Labs has emerged from stealth with $52 million in funding, pitching digital twins of data centres as a way to optimise AI infrastructure. The company’s wager is that better use of existing facilities could help expand computing capacity without simply adding more buildings, chips and power.
Watch Desk
SpaceX is seeking $40bn in financing to buy Nvidia chips, Reuters reports, citing the Financial Times. The reported plan shows the extraordinary sums now being assembled to secure computing power for AI, though this is a financing effort, not a completed deal.
Watch Desk
Lambda has closed a $1.008 billion loan to fund GPU infrastructure for three committed customer deployments across multiple data centres. The deal shows how contracted demand is helping finance the expensive hardware behind AI computing.
Google DeepMind Watch
Google’s AI infrastructure chief Amin Vahdat says power is the most fundamental constraint on scaling AI, even as failures, networking and hardware efficiency all put pressure on large systems. His account also shows why faster chips alone will not settle the question: the useful measure is how much…
Watch Desk
PaleBlueDot AI has raised $200 million in a Series C round at a $3.2 billion valuation, The AI Insider reports. The company sells AI compute through GPU clusters, a marketplace and serverless inference, making this a sizeable bet on the infrastructure businesses need to run AI workloads.
Unsloth Watch
Unsloth’s v0.1.903-beta release brings a browser panel, a suite of audio tools and several training and inference speed-ups to its AI workspace. For people running models locally, the practical draw is a broader set of things to do in one place, alongside changes that could make some workloads…
Watch Desk
MIT Lincoln Laboratory researchers’ latest survey compares more than 120 commercial AI accelerators, up from 57 in its first paper. The work gives buyers and researchers a way to compare performance, power and different hardware designs in a fast-growing market.
Microsoft AI Watch
Microsoft has opened its Frontier Partner specialisation to partners delivering AI agents, offering qualified firms co-selling and other commercial support. The designation covers work across Microsoft’s cloud, productivity, development and security products, making it a notable push to turn agent expertise into customer services.
Watch Desk
AI policy is beginning to shape the conversation around possible Democratic presidential contenders, with candidates split over how far to regulate frontier systems and data centres. A new Silver Bulletin analysis compares eight prospective contenders, showing that the debate is already broader than a simple choice between innovation…
Watch Desk
FastVideo has released FastH3 V2 and an experimental smaller model, FastH3 Trim, for video generation with synchronised audio on consumer hardware. The notable change is the claimed ability to run on machines with as little as 8GB of memory, rather than relying on data-centre hardware.
Watch Desk
Finnish authorities have ordered work halted at two planned Google data centre sites after raising concerns about forest clearance and environmental assessment. The pause puts scrutiny on the infrastructure planned to serve services including Google’s AI assistant, Gemini, as well as Search and Maps.
Watch Desk
AI cloud-computing company Lambda is raising up to $4bn in a pre-IPO funding round, at a reported pre-money valuation of $14.5bn. The scale of the deal points to the continuing appetite for companies supplying the computing infrastructure behind AI.
Watch Desk
AI-related chip demand may be a longer-lasting inflation pressure than the Federal Reserve usually expects, San Francisco Fed president Mary Daly told Axios. She says some businesses are already considering forward contracts for memory chips and redesigning products to use fewer chips, signs that the squeeze could reach…
AWS AI Watch
AWS has published guidance for governing SageMaker HyperPod when several machine-learning teams share a cluster. Its central point is practical: project membership alone is not a security boundary, so access, compute allocation and operations need separate controls.
