AI infrastructure

Rendering of rows of AI server racks with overhead cooling pipes and power equipment

Nvidia opens its Vera Rubin architecture at the OCP Global Summit

Illustration of CPU servers linked to staged payments beneath the figures $11.6 billion and seven years

Anthropic's $11.6 billion Akamai deal depends on cloud delivery

Anthropic has committed $11.6 billion for Akamai cloud capacity over seven years. The filing ties payment to delivery and sets out a staged stock warrant.

The AI Feed Desk

By The AI Feed Desk

A green-accented compute pillar supports an open model library used by developers

NVIDIA agrees to buy Hugging Face for $12.93 billion

NVIDIA says Hugging Face will remain open after the $12.93 billion acquisition, putting platform neutrality at the center of the open-model deal.

The AI Feed Desk

By The AI Feed Desk

A custom AI inference accelerator routes model traffic through low-latency serving racks

OpenAI posts first Jalapeno inference-chip benchmarks

OpenAI says its Jalapeno inference chip delivered better performance per watt and lower latency across public model workloads, with deployment planned by year end.

The AI Feed Desk

By The AI Feed Desk

Rows of cloud compute racks expanding toward a central accelerator module with government and robotics lanes branching outward

AWS and NVIDIA plan 2 million more GPUs for agentic AI

AWS and NVIDIA say they will deploy 2 million additional NVIDIA GPUs across AWS in 2027-2028 and deepen the stack around agents, robotics, open models, and government AI.

The AI Feed Desk

By The AI Feed Desk

A custom accelerator module under an energy gauge with separate latency and throughput light paths

OpenAI publishes first Jalapeno inference chip results

OpenAI says Jalapeno, its first custom inference chip, delivered higher work per watt and lower latency in public-model tests and is planned for deployment by year-end.

The AI Feed Desk

By The AI Feed Desk

A server aisle with token streams splitting between fast decode lanes and long-context memory lanes

NVIDIA extends Vera Rubin with Groq 3 LPX for agentic inference

NVIDIA says Groq 3 LPX is in full production as a Vera Rubin decode accelerator, shifting agent infrastructure toward rack-scale token generation economics.

The AI Feed Desk

By The AI Feed Desk

A mountain-side AI factory lights rows of liquid-cooled compute racks connected to regional power lines

Firebird opens NVIDIA-backed AI factory in Armenia

Firebird opened an NVIDIA-backed AI factory in Armenia and plans more than 70,000 Rubin and Blackwell GPUs with 300 MW of capacity by 2027.

The AI Feed Desk

By The AI Feed Desk

A coding agent runs in isolated sandboxes while a training loop records tool-call tokens and hidden-test rewards

Hugging Face shows loop-owning training for coding agents

Hugging Face demonstrated a TRL and OpenEnv workflow that trains on the tokens produced by a real OpenCode agent loop in remote sandboxes.

The AI Feed Desk

By The AI Feed Desk

GPU accelerator cards receive queued AI workloads from a central scheduler rail

Hugging Face GPU management piece says idle accelerators are the next AI constraint

A Hugging Face community article argues that enterprise AI economics are shifting from model access to GPU utilization, scheduling, and workload orchestration.

The AI Feed Desk

By The AI Feed Desk

Three model-routing lanes on an operations table show low-cost, balanced, and fast AI work paths

OpenAI cuts GPT-5.6 Luna and Terra prices

OpenAI cut GPT-5.6 Luna pricing by 80%, Terra pricing by 20%, and added a faster Sol API mode for latency-sensitive work.

The AI Feed Desk

By The AI Feed Desk

A next-generation AI compute hall shows accelerator modules scaling into a larger Vera Rubin-style server corridor

NVIDIA gives Safe Superintelligence a 10x compute path

NVIDIA and Safe Superintelligence announced a long-term partnership that includes NVIDIA investment and access to Vera Rubin systems.

The AI Feed Desk

By The AI Feed Desk

A compact accelerator rack sits inside circular post-training loops on an AI factory floor

NVIDIA frames Vera Rubin around agentic post-training economics

NVIDIA says Vera Rubin is built for continuous post-training loops and can train the largest models with one-fourth the GPUs of Blackwell.

The AI Feed Desk

By The AI Feed Desk

A Japan manufacturing floor connects robotics arms, compact AI PCs, and data-center compute into one NVIDIA stack

NVIDIA uses Japan to package physical AI as a full-stack ecosystem

NVIDIA's July 15 Japan ecosystem update ties RTX Spark, robotics, manufacturing, and local partners into a physical AI stack.

The AI Feed Desk

By The AI Feed Desk

Hot MoE experts move between SRAM, HBM, and shared DRAM tiers on a chiplet package

HCRMap targets hot-expert bottlenecks in MoE inference

A July 13 paper proposes HCRMap, a pressure-aware residency system for hot MoE experts across 3.5D chiplet memory tiers.

The AI Feed Desk

By The AI Feed Desk

A central model artifact on a hub pedestal connects to a managed studio workstation and a portable GPU job lane

Hugging Face cloud handoffs turn model pages into deployment paths

AWS and SkyPilot integrations show Hugging Face model pages becoming handoffs into managed SageMaker workflows and portable multi-cloud GPU jobs.

The AI Feed Desk

By The AI Feed Desk

A compact AI factory module combines a chip wafer, server racks, cooling pipes, and power equipment

NVIDIA frames U.S. AI buildout as a 43-state supply chain

NVIDIA says its U.S. partner network spans 43 states and plans up to $500 billion of American-built AI infrastructure with semiconductor, system, power, and cloud partners.

The AI Feed Desk

By The AI Feed Desk

A large AI factory rack sends green revenue tokens toward a smaller cloud node

NVIDIA turns AI cloud capacity into a revenue-sharing model

NVIDIA's new AI cloud model pairs revenue sharing with credit support, giving emerging cloud providers a way to finance AI factories while tying NVIDIA to downstream token demand.

The AI Feed Desk

By The AI Feed Desk