AI Infrastructure news and analysis on Web Pulse: 23076 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
Vercel CEO Guillermo Rauch said companies are moving away from relying on a single AI lab partner, instead adopting a multi-model approach using OpenAI, Anthropic, Gemini, and Chinese models like DeepSeek and GLM-5.2. He…
The CEO of Dubai's Virtual Assets Regulatory Authority argues that financial regulators, not technology, will determine how quickly AI transforms finance. Regulators must build new supervisory tools for programmable asse…
C1 Deploy launched C1 Bridge, a new component that extends AI Access Management to MCP servers running inside private networks without requiring inbound firewall rules or internet exposure. The solution allows organizati…
A developer reports that speculative decoding techniques MTP, EAGLE-3, and DFlash can significantly speed up local inference of large language models in llama-cpp. Testing on an NVidia 3060 RTX 12 GB GPU with models like…
Elastic's InfoSec team built an agentic SOC that triages every alert before an analyst opens it, reducing a 30-minute manual investigation to under 3 minutes using deterministic ES|QL queries and specialized AI agents. T…
HIVE, a London-based physical AI startup, raised $15 million in pre-Series A funding to build an intelligence layer for industrial machines. The company retrofits vehicles with a silicon brain that enables autonomous ope…
BottleCap released the Thinking CAP model series, a fine-tuned version of Qwen3.6-27B that reduces reasoning tokens by 46% while maintaining benchmark performance. The model aims to cut inference costs and latency by eli…
Samsung Electronics expects a record quarterly operating profit of 89.4 trillion won ($58.8 billion), up 1,810% year-over-year, driven by surging demand for AI memory chips. Sales are projected at 171 trillion won, a 129…
A developer built Dory, an AI-native data studio that runs locally to eliminate the security risks of sending database credentials or raw data to cloud-based SQL platforms. Dory connects via SSH tunnels and executes quer…
Samsung Electronics reported a Q2 2026 operating profit of 89.4 trillion won ($58.4 billion), an 1,810% surge from a year earlier, driven by AI-driven demand for memory chips. The quarterly profit exceeds Samsung's total…
AI governance frameworks often overlook the critical role of computing infrastructure, without which policy remains theoretical. A developer argues that the global AI divide is driven by unequal access to compute, pipeli…
Nvidia became the first company to reach a $5 trillion market capitalization on October 29, 2025, driven by its early bet on parallel computing through CUDA in 2006. The company's chips, initially used for gaming, became…
The MiMo-V2.5 model family introduces Hybrid Sliding Window Attention (Hybrid SWA) to reduce KVCache storage to roughly 1/7 of Full Attention, sparse MoE activation to cut per-token compute, and multimodal encoders for c…
A Hacker News user asks how to navigate a future with millions of AI models, highlighting the need for discovery and management tools.
Ternlight, a 7 MB embedding model using ternary quantization and WebAssembly, enables fully client-side semantic search in browsers, bypassing server round-trips and API costs. The model runs locally via a lightweight WA…
WebAssembly (WASM) and the Ternlight framework enable compact, high-performance AI deployment for low-bandwidth areas. The approach uses model compression, WASM conversion, and offline operation to deliver AI on resource…
A developer discovered that raw document layouts can consume over 70,000 tokens before any LLM query, due to hidden XML tags, styling metadata, and formatting noise. To solve this, they adopted Microsoft's open-source to…
Jim Dowling's O'Reilly book 'Building Machine Learning Systems with a Feature Store' offers a practical guide for deploying machine learning models into production, based on a course he taught at KTH in Stockholm. The bo…
NVIDIA and Hugging Face are collaborating to integrate NVIDIA's Isaac GR00T 1.7 model and Isaac Teleop framework into Hugging Face's LeRobot open-source robotics library, with NVIDIA Cosmos 3 planned for future release. …
Anthropic's Claude Agent SDK cannot be deployed like a stateless function because it operates as a long-running process with a shell, filesystem, and untrusted input, posing data exfiltration risks. The article outlines …