AI Infrastructure news and analysis on Web Pulse: 32030 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
The Bittensor network emits approximately $8 in TAO tokens for every $1 of real AI revenue it generates, a 7.6-to-1 ratio that reveals a structural flaw in decentralized AI compute networks. A developer argues that this …
A developer built two local-first tools, MCP Anvil and Agent Forge, to solve the management chaos of proliferating MCP servers and AI agents. MCP Anvil acts as a single gateway daemon that hosts all servers behind one ad…
Microsoft unveiled Web IQ, a suite of AI-native APIs at its Build conference, designed to give enterprise AI agents and applications real-time access to web pages, news, images and videos. The company aims to help develo…
Vercel updated its Terms of Service and Marketplace terms to clarify shared responsibility when AI-powered services or third-party tools take actions on a user's account. The updates introduce new concepts like "AI Funct…
The identity stack designed for human users is failing as AI agents outnumber humans 80-to-1, according to CyberArk's 2025 research. Security expert and former MuleSoft executive warns that current identity systems canno…
A reader corrected a columnist's argument that the AI industry's massive investment in larger models is misguided, pointing to economist William Stanley Jevons' 1865 observation about coal efficiency. Jevons noted that a…
The House Committee on Energy and Commerce sent a letter to the White House urging scrutiny of potential Chinese and other foreign influence behind U.S. campaigns opposing data centers. Committee Chair Brett Guthrie and …
The New Stack published a guide detailing how Azure Kubernetes Service (AKS) can secure AI agent workloads on shared GPU clusters using four control layers: networking, policy enforcement, container image scanning, and r…
The Canadian federal government announced a $2.9 billion national AI strategy called AI for All, aiming to build domestic computing capacity and increase business AI adoption from 12% to 60% by 2034. The initiative prior…
Radiant Logic announced it is extending its Identity Visibility and Intelligence Platform to inventory, observe and continuously score risk for enterprise AI agents in real time. The platform-agnostic solution provides c…
GitHub has replaced its flat-rate Copilot billing with a token-metered system where each credit costs one penny, making every AI interaction's computational cost visible to users. The change ends the company's practice o…
Apple will use Google's cloud servers powered by Nvidia's Blackwell B200 chips to run advanced Siri requests, according to a report from The Information. The multi-year collaboration, announced earlier this year, will ba…
Canadian Prime Minister Mark Carney unveiled a $2.3 billion national AI strategy, "AI for All," on Thursday, organized around six pillars including sovereign infrastructure and job creation. The announcement followed a p…
Amazon secured a $4 billion artificial intelligence cloud computing contract from Pinterest, sending shares of both companies higher. The multi-year agreement will see Pinterest migrate its cloud infrastructure to Amazon…
LM Studio updated its Locally app with LM Link, a feature that enables end-to-end encrypted communication between iPhones and Macs for interacting with locally running large language models. The feature requires an LM St…
Amazon is offering the PNY GeForce RTX 5080 Epic-X ARGB OC Triple Fan graphics card at a $180 discount, bringing the price down from its normal retail cost. The factory-overclocked GPU features 16GB of GDDR7 memory, DLSS…
Zettascale (YC S24), a San Francisco-based AI chip startup, is hiring founding FPGA engineers to build its next-generation XPU compute engines designed to support artificial general intelligence and artificial superintel…
NVIDIA Nemotron 3 Ultra, a 550-billion parameter open large language model, is now available for one-click deployment on Amazon SageMaker JumpStart. The model delivers 5x faster inference and up to 30% lower cost for age…
CoolIT Systems announced a 15kW single-phase direct liquid cooling coldplate on June 1, 2026, achieving nearly four times the capacity of its prior 4kW design and over ten times the cooling required for current AI GPUs. …
Nvidia has committed at least $6.5 billion to photonics companies since March 2026, including investments in Coherent, Lumentum, Marvell, and Ayar Labs, as AI data-center builds expose the physical limits of copper inter…