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XDOF Enters Series B Talks at a Reported $1.2 Billion ValuationArtificial Analysis Clarifies Astra’s 67-Point Coding Score Is...Anthropic’s Claude Built a 13-Million-Line Fermat Proof, Leavin...Microsoft Opens MAI-Image-2.6 in Foundry Preview and Adds a Low...Nvidia Agrees to Buy Hugging Face for $12.93B, Promising Hardwa...Databricks Says Proteus Generated Qwen Kernels Up to 5.2× Faste...XDOF Enters Series B Talks at a Reported $1.2 Billion ValuationArtificial Analysis Clarifies Astra’s 67-Point Coding Score Is...Anthropic’s Claude Built a 13-Million-Line Fermat Proof, Leavin...Microsoft Opens MAI-Image-2.6 in Foundry Preview and Adds a Low...Nvidia Agrees to Buy Hugging Face for $12.93B, Promising Hardwa...Databricks Says Proteus Generated Qwen Kernels Up to 5.2× Faste...

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Showing 1-18 of 25Results matching "Aker"

Today

2 stories
Government actionInfrastructure

Lutnick Ties G20 AI Infrastructure Pitch to U.S. Tariff Relief

The Commerce secretary offered foreign governments an American AI stack and data-center buildout. But potential chip tariffs could raise hardware costs before domestic fabrication capacity expands. Commerce Secretary Howard Lutnick pitched foreign governments on American AI infrastructure at a G20 technology meeting, promising a route to economic growth through the U.S. technology stack.

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Infrastructure

Musk Warns of AI Power Shortfall as Zuckerberg Cites Data-Center Labor Gap

At the G20 Innovation Ministerial in Chapel Hill, two leading AI infrastructure backers pointed to limits outside the data center: available electricity and the people qualified to build facilities. Elon Musk warned G20 technology ministers that AI could face a significant power shortfall next year. The G20 Innovation Ministerial runs September 1–2 at the Carolina Inn in Chapel Hill.

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Enterprise adoptionInfrastructure

AWS Details ZS’s Internet-Free SageMaker Platform Across 200+ Domains

The deployment shows how a regulated enterprise can make notebooks and infrastructure tools broadly available without handing users open network access or unconstrained compute—but its reported adoption and savings figures remain company-supplied. The platform uses a separate SageMaker domain for each tenant. The platform also applies AWS KMS encryption by default to EFS, S3, ECR and CodeCommit resources.

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Platform shiftInfrastructure

McKinsey Sees $7 Trillion Data-Center Buildout by 2030, Raising the Stakes for Power Gear

The forecast is an estimate, not committed spending. But rising orders, backlogs and liquid-cooling deployments show why electrical distribution and thermal management are becoming central to the AI infrastructure race. Recent results from Schneider Electric, Vertiv and Eaton show strong demand across power distribution, cooling and electrical equipment.

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Last week

11 stories
LaunchInfrastructure

Nvidia Rolls Out Vera Rubin as AI Competition Shifts to Data Traffic

The architecture packages compute with storage and networking hardware, betting that efficiently moving data through large AI systems is becoming its own competitive layer. Nvidia is rolling out Vera Rubin, an architecture that combines Rubin GPUs with Vera CPUs, Groq 3 LPX inference accelerators, and storage and networking racks. Related on X NVIDIA Vera is heading to @awscloud.

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LaunchInfrastructure

SageMaker Feature Store Adds 25-Record Batch Writes and a Record-Discovery API

The new APIs replace one-record write loops and an identifier-discovery blind spot, while leaving teams to handle partial failures and non-snapshot pagination themselves. Amazon SageMaker Feature Store now has answers to two stubborn operational problems: writing features one record at a time and finding records when their identifiers are missing. Each entry can target the online store, the offline store, or both.

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Enterprise adoptionInfrastructure

Salesforce Uses SageMaker Placement Controls to Meet 2-AZ Agentforce Standard, Keep 8x Savings

The configuration separates model-level resilience from an endpoint’s infrastructure footprint, but balanced placement still depends on GPU capacity in each target Availability Zone. Salesforce has used new placement controls in SageMaker Inference Components to make its production Agentforce models support two Availability Zones, a requirement that an endpoint spanning multiple zones did not previously guarantee.

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LaunchInfrastructure

Anthropic Puts Model-Agnostic MHS in Preview for AI-Controlled Machinery

Anthropic’s proposed interface could reduce the bespoke work of connecting agents to equipment, but broad adoption still rests on future safety work and an open-source release. Laboratory instruments, factory machinery and robots may become easier for AI agents to operate through a common interface. A common language for machines MHS is designed for devices with programmable interfaces.

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LaunchInfrastructure

Deepgram Sends SageMaker Billing and GPU Metrics to CloudWatch Without Container Egress

The release makes vendor-level cost and capacity signals visible inside AWS tools, but teams still need different metric streams for billing, feature usage and an individual endpoint’s GPU headroom. Keeping speech AI inside a customer’s AWS account can support data-residency and compliance work. The design needs no agent, sidecar or additional IAM permissions.

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PartnershipInfrastructure

AWS Plans 2 Million Nvidia GPUs for 2027–28 and Federal AI Factories

The partnership reaches beyond GPU supply into CPUs, networking and AWS’s own Trainium chips. The largest capacity commitment remains a future deployment, making execution on the shared infrastructure the central test. AWS plans to deploy 2 million additional Nvidia GPUs across its global infrastructure in 2027 and 2028 and plans U.S. government AI factories with 100,000 GPUs on secure AWS infrastructure.

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PartnershipInfrastructure

Anthropic Reportedly Reserves 460 MW in $45B Nscale Deal, Targeting Late 2027

The reported agreement sets out a major future source of AI computing power, but the West Virginia facility is not expected to arrive until late 2027—leaving Anthropic’s nearer-term capacity pressure unresolved. Anthropic has reached a reported roughly $45 billion cloud agreement with Nscale to rent about 460 megawatts of compute capacity at a West Virginia data-center development.

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Infrastructure

Anthropic Hires Builder of Google’s First Seven TPUs for In-House Silicon Push

The Claude maker is adding deep chip-building experience while retaining a compute mix spanning Nvidia, Google and Amazon hardware. Anthropic has hired Amir Salek, who founded Google’s custom-chip program and delivered its first seven TPU generations, for the compute team building an in-house silicon operation. Salek’s background spans two of the companies central to AI hardware.

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LaunchInfrastructure

AWS Brings Ray Into SageMaker HyperPod With Recovery Tools and Tiered Cache on EKS

The launch moves several operational tasks behind SageMaker Studio while tying Ray teams to a HyperPod-on-EKS setup and its required add-ons. AWS has integrated Ray into SageMaker HyperPod on Amazon EKS, putting cluster management, job submission, dashboards, and hung-job-detection configuration into SageMaker Studio. Original project Python package Open package ↗ KubeRay Open repository ↗ in this interactive demo.

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