AI Infrastructure news and analysis on Web Pulse: 35163 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
On Thursday, OpenAI's ChatGPT, Anthropic's Claude, and SpaceXAI's Grok experienced near-simultaneous outages lasting from roughly two to four hours, disrupting services for enterprises and highlighting the risks of relyi…
A business owner reports that their EVO-X3 AI box, set up with help from Claude, runs the Qwen3.8 Flash-Nect model for quick responses but slows under high request loads, while the larger model performs without issue. Th…
Ant Group open-sourced LingBot-Vision, a family of self-supervised Vision Transformer backbones for dense spatial perception, with models ranging from ViT-S/16 to a 1.1B-parameter ViT-g/16, released on Hugging Face and M…
A developer known as oji_ai_dev discovered that a Windows Task Scheduler setting caused four of his 11 AI trading bots to fail to restart after an overnight PC crash. The culprit was the 'Start the task only if the compu…
A developer detailed a production-grade MLOps pipeline architecture on AWS, using native services such as SageMaker, Step Functions, and CodeCommit to automate continuous training, governance, and canary deployments with…
NVIDIA has launched the beta of its Personal AI Router (PAIR), software that connects Windows PCs with RTX GPUs, DGX Spark systems, and Mac M4 or newer devices into a private home AI inference cluster. PAIR routes AI wor…
Cloudflare Inc. opened early access to Vulnerability Discovery and Remediation, a service that uses OpenAI Group PBC's GPT-5.6-Cyber model to find software flaws and block attacks at the network edge. The service runs in…
Attackers compromised Coder's Cloudflare infrastructure and added unauthorized registry servers that delivered malicious Terraform modules containing credential-stealing code to users of registry.coder.com between 07:35 …
Cloudflare launched invitation-only early access to Vulnerability Discovery and Remediation on September 3rd, a service that uses OpenAI's GPT-5.6 Cyber to inspect customer-authorized code, connect vulnerabilities to pro…
OpenRouter's tracking page for the deepseek/deepseek-v4-flash-0731 endpoint on DigitalOcean reports a B3IT change with a total-variation level shift of 0.55, while the LT logprob probe failed because the endpoint returne…
A self-hosted LiteLLM gateway for OpenAI's Codex on AWS ECS with Bedrock provides per-team virtual keys, spend caps, and CloudWatch logging, with a reference CDK stack in the guidance-codex repo under the feat/enterprise…
A developer's guide to MLOps highlights the importance of deploying, monitoring, and optimizing machine learning models in production, emphasizing that models degrade over time due to data drift. The article covers GPU s…
A crawl of 248 public MCP servers twice in one day found 14 servers changed within 27 hours, with 17 tool definitions altered only in input schema or annotations while descriptions stayed byte-identical, according to dat…
A new guide explains how to carry user identity across federated Kubernetes and AI platforms, addressing the challenge of maintaining consistent authentication and authorization as users move between a central portal, go…
An engineer at Weio, an AI-run company, shared findings from instrumenting production traffic that revealed a single frontier model, gpt-4o, handled 77 percent of calls but accounted for 97 percent of model spend. The te…
NVIDIA's summer intern work on chip-to-chip interconnect highlights that communication, not compute, is the bottleneck in scaling AI to trillion-parameter models, with bandwidth dropping from tens of TB/s on-die to 0.1 T…
Nvidia announced on Thursday an agreement to acquire Hugging Face for $12.9 billion, a deal that critics argue will cement Nvidia's market dominance and harm competition in the AI ecosystem. Hugging Face, founded in 2016…
An enthusiast experiment combined a Strix Halo APU (Ryzen AI MAX+ 395 with 128 GB unified memory and Radeon 8060S iGPU) with two Radeon R9700 32 GB discrete GPUs via an external PCIe switch, achieving over 100 tok/s on g…
Nvidia unveiled RTX PAIR (Personal AI Router) at IFA Berlin 2026 on September 3, a free app that links gaming PCs into a local AI inference cluster, cutting a demo task from over 18 minutes on one PC to just over 9 minut…
NVIDIA launched PAIR (Personal AI Router) on September 3rd, an open-source beta that routes parallel AI inference requests across Windows, Linux, and macOS devices on a local network, targeting multi-agent workloads. The…