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China-Linked Posts Do Not Explain America’s Data-Center BacklashGoogle’s Ironwood Takes an FP8 Cost Lead in New Serving Benchma...Grove City Holds 310-Acre Data Center Plan, Exposing Limits of...Morgan Stanley Raises Oracle Target by $3, Keeps Equal Weight a...Matt Clifford to Leave ARIA After Anthropic Role Draws Conflict...TeraWulf’s $3.2B AI Campus Exposes Gaps in Safety and Power Acc...China-Linked Posts Do Not Explain America’s Data-Center BacklashGoogle’s Ironwood Takes an FP8 Cost Lead in New Serving Benchma...Grove City Holds 310-Acre Data Center Plan, Exposing Limits of...Morgan Stanley Raises Oracle Target by $3, Keeps Equal Weight a...Matt Clifford to Leave ARIA After Anthropic Role Draws Conflict...TeraWulf’s $3.2B AI Campus Exposes Gaps in Safety and Power Acc...
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Showing 19-36 of 37Results matching "GPU-as-a-Service"

August 2026

18 stories
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.

3 min readRead story
Government actionBusiness

Nvidia Optimizes DeepSeek and Qwen as It Warns U.S. Limits Could Hit Business

The company is making its stack easier to use with prominent Chinese open models, but the potential limits it flagged have not been defined as a final rule. Nvidia is deepening support for Chinese open AI models while warning investors that prospective U.S. restrictions on such support could materially affect its business. The distinction matters because open models can be downloaded, modified and self-hosted.

3 min readRead story
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.

3 min readRead story
LaunchProducts

Perplexity’s Portable Computer Runs Agents Locally—but Needs a 24GB Nvidia GPU

The product turns a difficult DIY local-AI setup into one application, but its hardware floor and Linux-only launch keep it aimed at well-equipped paid users. Perplexity has launched Portable Computer, a local-first edition of its Computer agent platform for Linux machines with compatible Nvidia hardware. The handoff is a product control, not an automatic fallback Portable Computer starts tasks on-device by default.

3 min readRead story
PartnershipInfrastructure

Cisco Adds Supermicro Rack-Scale Systems to Its NVIDIA AI Factory for October Rollout

The partnership turns Cisco’s AI infrastructure offer into a more complete rack-to-fabric package, combining dense GPU servers, networking and liquid cooling for customers building larger AI clusters. The move brings the compute layer more directly into Cisco’s AI infrastructure offer as customers confront the power and cooling demands of larger clusters. Cisco announced the partnership with Supermicro on August 25.

2 min readRead story
LaunchProducts

Apple Refreshes Mac mini and Mac Studio for Linked Local AI, From $899

The specification refresh formalizes a workflow of linking Macs for larger local models, but performance evidence has yet to arrive and the top chip’s name is inconsistent. Apple ’s new Mac mini and Mac Studio put local AI inference at the center of a desktop refresh that otherwise adds no major features. The bet is on memory, bandwidth and linked-machine workloads rather than a new AI application for the Mac.

2 min readRead story
Open releaseModels

MiniMax Maps H3 to 24GB PCs and Server Stacks, but Keeps Context Layer Hosted

The index gives developers more routes to run and adapt H3, yet the layer that turns mixed media into model-ready context remains an API product—and local use is restricted in several major markets. MiniMax has published an H3 integrations index that points developers from a 24GB local setup to ComfyUI workflows, Apple Silicon, fine-tuning, and multi-GPU serving through SGLang and vLLM-Omni.

3 min readRead story
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.

3 min readRead story
LaunchInfrastructure

Nvidia Puts Groq 3 LPX Into Production for Faster AI-Agent Responses

The first Nebius deployment will test Nvidia’s argument that specialized token generation can make long, tool-using AI sessions more responsive while leaving GPUs at the center of the system. Nvidia has put its Groq 3 LPX inference chip into full production, turning technology acquired from Groq into a rack-scale product for AI systems where delayed output can make an agent feel slow.

3 min readRead story
PartnershipInfrastructure

Together AI Secures $240 Million IBM Cloud Buildout for Open-Source Inference

The agreement gives Together AI a planned dedicated IBM Cloud system for serving enterprise open-source models. The commercial test will be whether the 2027 deployment delivers better service performance and token economics at its reported scale. Together AI is lining up a dedicated, large-scale IBM Cloud cluster to serve open-source models to enterprise customers.

3 min readRead story
Security riskInfrastructure

AI Agents Are Turning the Web Into an Infrastructure and Security Test

Autonomous systems are driving more model calls, more web activity and new shared-service risks—while the tools for proving who created online content remain incomplete. AI models are increasingly being built to accept a task, use tools and return with a result rather than sustain a conversation. The task replaces the prompt O’Reilly’s weekly AI roundup identifies a product shift toward autonomous work.

4 min readRead story
Enterprise adoptionInfrastructure

Hudson River Trading Makes a Multibillion-Dollar Bet on CoreWeave Compute

The agreement gives a major quantitative trading firm earlier broad access to Nvidia’s Vera Rubin systems, while testing whether specialized AI cloud capacity can become a deeper financial-services business. Hudson River Trading is committing to CoreWeave’s AI cloud in a multiyear deal worth multiple billions of dollars, raising the computing capacity behind its trading research and model development.

3 min readRead story
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