AI Infrastructure news and analysis on Web Pulse: 24239 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
Anthropic's Claude Mythos Preview autonomously discovered over 23,000 software vulnerabilities via Project Glasswing, while the open-source community launched cost-optimization tools for AI coding agents and enterprise A…
MailKite offers a serverless alternative to Postal for AI agent email inboxes, eliminating the operational burden of self-hosting a mail server. While Postal requires managing MariaDB, Caddy, DNS, TLS, IP warmup, and blo…
Onepilot and Blink Shell are iOS apps for managing servers, but they serve different purposes. Blink Shell is an open-source, Mosh-native terminal for manual SSH work, while Onepilot is an operations layer that deploys, …
Onepilot and Secure ShellFish offer contrasting approaches to AI agent management, with Onepilot focusing on deploying and supervising a fleet of AI coding agents on user-owned servers, while Secure ShellFish is a leadin…
Two Harvard dropouts raised $800 million to build AI data centers that consume vast amounts of energy and water, with a single GPT-4 training run using 50 gigawatt-hours of electricity and large inference clusters using …
Two former Harvard students, dissatisfied with expert claims that a dedicated inference chip is physically impossible, founded Etched and raised $800 million to build an ASIC for transformer model inference. The story hi…
Indirect prompt injection, ranked as OWASP's top LLM application risk (LLM01) for 2025, exploits the architectural reality that language models treat all tokens in a flat context stream as instructions, with no privilege…
The International Monetary Fund warns that the massive debt financing AI infrastructure poses a greater economic threat than an AI bubble, noting that 60% of planned data centers have not broken ground.
MailKite launched a service that gives AI agents their own email inboxes on custom domains, enabling autonomous email handling without IMAP or MIME parsing. Developers can either run agents themselves via webhooks or let…
Inference startup Wafer claims it achieved 80% of Nvidia B200 performance on AMD MI355X GPUs running GLM-5.2, with 2.6x cheaper hardware, by optimizing the software stack. The benchmark, published by Wafer, shows 2626 to…
Security expert Matthew Garrett warns that granting LLM agents access to sensitive resources like calendars and email creates severe credential leakage risks, as tokens stored on disk can be exfiltrated via git repos or …
A developer released mlx-serve, a native Zig server for MLX-format language models on Apple Silicon, enabling local, free, and private use of AI coding assistants like Claude Code. The server exposes OpenAI, Anthropic, a…
A new analysis of retrieval-augmented generation (RAG) systems argues that the optimal retrieval depth k* should be calibrated per pipeline stage and reliability axis, not guessed as a single hyperparameter. The author p…
HCLTech won a $1.14 billion AI-driven IT contract from Mercedes-Benz, replacing Infosys as the incumbent vendor. The deal, running from July 2026 to December 2031, shifts from headcount-based outsourcing to an AI-automat…
A wave of investment and product pivots toward world models is reshaping AI development, with Runway raising $315 million at a $5.3 billion valuation for world-model pretraining and Yann LeCun launching AMI Labs after le…
Carlos, a Software Design student at the National University of Catamarca, Argentina, built FaroIQ, a nine-agent pipeline for nonprofits using Azure AI Foundry during the Microsoft Agents League 2026. The platform takes …
Current AI released the Open Source AI Gap Map v0.1, a visualization of over 24,626 open source AI projects to identify gaps and leverage points in the ecosystem. The map scores projects on openness, capability, and adop…
Frontier Co. launches to help enterprises build their own AI systems that continuously improve by turning knowledge, workflows, and judgment into learning loops. The initiative emphasizes capturing decision rationale as …
A Bitcoin Policy Institute report found that a nonprofit network linked to the Chinese Communist Party has blocked or delayed $23.6 billion in AI data center projects across 14 U.S. states, including a $12 billion Blacks…
Brick, a Mixture-of-Models routing gateway, reads each prompt's capability and complexity to route queries to the best backend LLM, matching top model quality at lower cost. It offers a drop-in OpenAI-compatible endpoint…