AI Infrastructure news and analysis on Web Pulse: 31568 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
Dayos launched Hero, an AI-native platform designed to replace human labor in enterprise application managed services. Hero automates support tasks across ERP, HCM, and other core systems, aiming to reduce costs over tim…
AMD released ATOM and ATOMesh, a ROCm-native LLM serving stack for Instinct GPUs on June 16, 2026, that disaggregates prefill and decode phases to eliminate head-of-line blocking. The open-source stack splits inference i…
Local AI serving engines like Ollama and vLLM offer different trade-offs between ease of use and throughput, with Ollama ideal for single users and vLLM for high-concurrency production workloads. The key differentiator i…
Robotics teams are rebuilding data infrastructure from scratch to support scaling laws for robot learning, as existing tools cannot handle the multi-rate, multimodal data required. This 'data layer tax' slows iteration, …
Matrix Scroll is an open-source tool that attaches signed provenance envelopes to Git commits, recording whether a human or an AI agent authored the change. It enables offline verification of commit authorship, addressin…
A developer built AgentPerms, a CLI tool that enforces least-privilege permissions for AI agents using the Model Context Protocol (MCP). The tool records agent behavior, infers minimum required permissions, and enforces …
A user describes the frustrations and hidden costs of running large language models locally, including waking up at 2 a.m. to kill a runaway process, wincing at electricity bills, and dealing with broken updates. The pie…
Tokoscope launches a developer tool that automatically compresses LLM prompts and monitors token costs with a two-line SDK integration. The tool audits prompts for bloat, caches semantically similar requests, and rewrite…
A viral thought experiment called Europe 2031, published by Brussels-based thinktankers, depicts a doomsday scenario where Europe's failure to invest in AI leads to economic collapse, surging populism, and the disintegra…
A developer built Tamga, an open-source reverse proxy that enforces security policies on LLM prompts in under 2ms. The proxy, designed for regulated environments, uses a hybrid pipeline to scan prompts for PII and other …
Developers building AI agents face reliability challenges in production, including non-determinism, token bloat, and cascading failures. To address this, engineering teams should adopt deterministic workflows with locali…
Six major infrastructure companies—Cloudflare, Shopify, Stripe, Supabase, Netlify, and Google—independently invested in making their platforms agent-ready over the past six months, signaling a new distribution channel wh…
A new Local LLM Hardware Calculator helps users estimate memory requirements for running large language models on their own hardware, factoring in weights, KV cache, and overhead. The tool also compares buying hardware v…
Titan Network, a decentralized physical infrastructure network, has aggregated 4 million consumer devices globally to supply complete video datasets for AI training, claiming up to 75% cost reduction for enterprise clien…
Nvidia's soaring stock, up roughly twelvefold since late 2022, is enabling a wave of former employees to leave high-paying jobs and found AI startups, leveraging their insider knowledge of compute infrastructure. The alu…
Novu has launched an open-source Agent Communication Infrastructure (ACI) that connects AI agents to communication channels including Slack, Microsoft Teams, Telegram, and email. The platform provides a unified API and c…
A startup CTO cut AI agent data analysis costs by 40-65% by replacing GPT-4o with cheaper models like GLM-4 Plus for 85% of traffic, using a routing layer that classifies queries and dispatches to appropriate model tiers…
AMD shipped ATOM + ATOMesh, a ROCm-native LLM serving stack for Instinct GPUs that implements prefill/decode disaggregation, splitting the two inference phases onto separate GPU pools to optimize for their opposite bottl…
MiniMax M3, an open-weight coding model with a 1-million-token context window, launched June 1 claiming to beat GPT-5.5 on SWE-Bench Pro at roughly 12x lower cost. Independent verification on June 18 confirmed the pricin…
Seeking Alpha issued a Hold rating on 3M Company (NYSE: MMM) on June 21, 2026, citing limited AI revenue and legal liabilities despite an operational turnaround. The rating follows 3M's May 2026 entry into the Expanded B…