Systems
Compute, infrastructure, and security
Microsoft’s Project Zenith is a Windows for developers that runs 30 billion parameter models without a meter
The requirement is 64 gigabytes of unified memory and 250 gigabytes a second of bandwidth, first on AMD’s Ryzen AI Halo. The pitch is a local coding model that costs nothing per token, which is a pitch against the cloud Microsoft also sells.
Trezor says a shipping vendor kept five years of data it certified as deleted, exposing 67,000 more
The hardware wallet maker had written assurances that ShipMonk had erased old orders. A Metabase zero day proved it had not. Total exposed now exceeds 80,000 people who own crypto.
DeepSeek orders 160,000 Huawei chips for a gigawatt inference site in Inner Mongolia
The order moves China’s best known lab onto domestic silicon for serving, not training. Huawei’s memory supply, not DeepSeek’s ambition, sets the timeline.
Tenable and OpenAI will inspect community built agents before enterprises run them
A registry of 100 plus AI agents, skills and MCP servers gets a security review layer built on GPT cyber models and human researchers. It is the first attempt at an app store gate for the agent supply chain.
Figure commits 3.5 billion dollars of compute it has not raised to Nscale
The humanoid robot maker signs for up to 100,000 Vera Rubin GPUs in Texas from 2027, with the cloud provider taking equity in return. Robotics now needs a frontier lab’s infrastructure bill.
Broadcom just told the market the accelerator business doubles twice, and that supply is the only thing in the way
A $16.7 billion quarter came with a three year ladder to $230 billion, and the binding constraint management named was power, wafers and memory rather than orders.
Nvidia just moved into the memory stack, and its first tenant is a rival accelerator
NVHBM puts an Nvidia controller inside the HBM base die and asks the memory makers to build to an Nvidia specification, starting with Amazon's Trainium4.
Washington has now ordered the same 760 megawatts to stay alive six times
The federal emergency power that keeps one Pennsylvania plant from closing has quietly become the Mid-Atlantic's capacity policy, and the justification is data center load that is not connected yet.
Nevada authorized more robotaxis in one county than currently drive in the whole country
Tesla got 5,000, Waymo and Uber 1,000 each, days after Tesla's Las Vegas ceiling stood at ten vehicles on one stretch of the Strip.
Google bought a chip supplier the way it buys compute: by the tranche
A warrant for 7 percent of Marvell vests $500 million of orders at a time, turning a customer relationship into a metered claim on a merchant silicon vendor.
The Ohio backstop lands at $105 billion, well under the figure floated in July
The guarantee Nvidia was discussing at up to $250 billion in July was signed at $105 billion. The first 800 megawatts arrive in 2028.
AMD buys the chip that cannot change its mind
Taalas casts a model's weights into transistors and throws away the memory. AMD just bet that inference is now predictable enough to freeze.
Memory prices are still climbing, and the reason they slowed is the bad one
A quarterly increase of 13 to 18 percent counts as moderation now, and it arrived because buyers ran out of room rather than because supply caught up.
Huawei's Ascend 950PR is a bet that China's inference market is winnable without Nvidia
With FP4 inference silicon, in-house memory, and a plan to roughly double output, Huawei is targeting the one part of the AI stack where domestic chips can compete now.
Fusion rings the bell: what a 150 million dollar listing says about a 2.7 billion dollar problem
General Fusion is the first fusion company on a major exchange, and the ticker matters less than why a 24 year old private company needed one.
A breach at the ratings layer, and regulators pause the numbers insurers price capital against
When credit rating agencies cut their feeds to the NAIC after a hack, the regulator suspended investment designations, turning a data breach into a capital rules problem.
Nvidia can sell to China again, and that is its own kind of tax
A 25% fee, a 50% volume cap, and a licensing regime that flips with the political wind mean resumed H200 sales come at a cost even when the shipments go through.
A Legacy Brand, a Leak-Site Deadline, and the Economics of Extortion
Kodak confirmed a breach after ShinyHunters claimed 2.2 million records and set a countdown, a case that shows how the group industrializes pressure against soft targets.
Stargate's expansion shows the AI buildout is now a fight over land, power, and who carries the risk
As OpenAI, Oracle, and SoftBank push Stargate toward 10 gigawatts, the Michigan campus reveals the buildout's real bottlenecks: farmland, litigation, and a financing chain that leans on Oracle.
Intel finally has a foundry story, but the ledger still reads as a distant number two
A possible Apple design win and a rare compliment from TSMC lifted sentiment, yet the revenue gap and the external customer figure say the race is far from close.
Huawei answers the lithography wall with design, not silicon, and the claims outrun the proof
Tau Scaling and LogicFolding are a bet that cleverer chip layout can substitute for the EUV tools sanctions deny China, and the headline numbers are Huawei's own.
The Canvas breach shows how a free tier became the soft underbelly of school data
ShinyHunters reached student records across thousands of institutions not by cracking a hardened system but by walking in through a low-verification freemium program running on the same infrastructure.
CoreWeave becomes the landlord of the AI boom, and its backlog is now the concentration risk
A reported $6.8 billion Anthropic deal, landing a day after a $21 billion Meta expansion, makes CoreWeave indispensable and dangerously exposed to a handful of tenants.
A stolen key, not a broken lock: the Telus Digital breach shows extortion has gone industrial
ShinyHunters claims up to a petabyte from Telus Digital using credentials harvested in an earlier breach, and the reuse chain is the real warning.
Nvidia's Vera Rubin Is a Memory Bet Dressed as a Speed Bet
The next platform's headline is a claimed 10x cut in inference cost, but the number that locks in Nvidia's hold on the inference era is 288 gigabytes of HBM4 per GPU, and the fine print on that 10x deserves reading.
Singapore names UNC3886 for a year inside its telecoms, and the map is the prize
A near year long intrusion into all four national carriers took no customer data, which is precisely what makes it a serious intelligence operation rather than a nuisance.
Microsoft's Maia 200 Aims at the Cheap Part of the AI Bill
The second-generation custom accelerator claims a lead over Amazon and Google silicon and runs OpenAI and Copilot workloads, a bet that owning the inference chip is where the buildout economics get decided.
Meta's 6.6 Gigawatt Nuclear Bet Is a Power Contract, Not a Power Plant
The three deals that will feed the Prometheus supercluster are mostly promises dated to the 2030s, which is the real story: AI compute has become an energy-procurement problem years ahead of the electrons.
xAI Buys Its Way to 2 Gigawatts, and the Bill Comes Due on Power
A 20 billion dollar Mississippi data center makes xAI a bigger compute player on paper, but capital and land are the easy part; the durable advantage depends on turning nearly 2 gigawatts into working, powered silicon.