AI Infrastructure news and analysis on Web Pulse: 34753 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
Researchers introduced OrchSLM, a routing framework that unifies existing non-interactive small language model (SLM) orchestration methods and exposes their design choices as controllable parameters, according to the arX…
A carbon-aware routing framework that distributes function-calling queries across a three-tier edge-cloud architecture reduces operational carbon emissions by 4x on average while matching cloud-level accuracy, according …
Delphi, a startup building a network of digital minds, moved its Python backend from AWS to Vercel six months ago and now ships 100+ production deploys a day behind feature flags, according to founding engineer Spencer S…
A 2026 guide argues that building AI agents has become trivial now that durable state, sandboxing, and observability are platform primitives, but that agents still fail in production because they lack organizational cont…
Researchers from Peking University, ByteDance, and Canva developed Helios, a 14B-parameter video generation model that runs at 19.5 FPS on a single H100 GPU while cutting inference costs roughly 100x versus prior approac…
A developer demonstrated how to connect Anthropic's Claude to real-time market data using the Model Context Protocol (MCP), configuring the TickDB MCP server in Claude Desktop to replace timestamp-less training-data pric…
A developer published a load-based exit test for teams running agent backends on free-tier endpoints, arguing that free capacity fails quietly as latency, retries, and queue debt rather than through outright outages. The…
Webclaw, an open-source Rust web data extraction toolkit positioned as a drop-in Firecrawl alternative, has drawn over 2.3k GitHub stars and is available both self-hosted and as a managed cloud service. The project expos…
A developer has designed a deterministic AI agent execution runtime in TypeScript that replaces the naive LLM agent loop with a Finite State Machine architecture built around four phases: Observe, Propose, Verify, and Co…
A calculator built by Sunk Cost estimates that a $3,499 Apple M5 Max Mac Studio with 64 GB of unified memory running Alibaba's quantized Qwen3.8 27B model would need 44 years to break even against hosted inference for a …
Samsung Electronics and Verizon Communications completed an AI-powered Integrated Sensing and Communication (ISAC) trial at a major international soccer fan event in Texas, Samsung announced Tuesday, calling it one of th…
A caching bug in RubyGems that caused the CDN to serve mismatched package metadata was exposed at scale by OpenAI's crawler bots, which triggered unusual traffic patterns that surfaced the cache-key collision. No malicio…
Anthropic cut Fable 5.1's cache read price to $0.25 per million tokens — a quarter of Fable 5's $1 per MTok and half of Opus 5's $0.50 per MTok — extending the break-even for keeping a prompt cache warm from the 62.5-min…
A developer building AgentGuard, a runtime authorization layer for AI agents, had the implementation independently tested by OpenWorkProof and found two high-severity issues: authorization could be associated with inputs…
A Show HN project called Sunk Cost calculates how long it takes for a local large language model rig to pay for itself versus using API access. The tool estimates local inference speed as memory bandwidth divided by byte…
PigData, a Japanese managed data extraction provider, has launched Scraping AI, a self-serve developer API built on Django REST Framework, Celery, RabbitMQ, and PostgreSQL. The system codifies more than 500 prior enterpr…
Prime Minister Han Seong-sook said Tuesday that the success of the government's "three megaprojects" depends on timely electricity supply and early construction of the power transmission network, citing the initiative's …
An analysis of 2,218 instrumented production calls over 30 days found that phi4:14b delivered only 25.3 tokens per second to callers versus its 124.7 tok/s Ollama-reported decode speed, losing 79.7% of throughput with a …
A user running hybrid GPU+CPU inference on 4x Nvidia V100 GPUs reported beating an Nvidia RTX 5090 in token generation (TG) for Qwen 3.8 27B and outperforming two DGX Spark systems with Qwen 3.8 Flash Next, according to …
Databricks' marketing department uses data 3X more often in decisions after deploying Marge, a conversational analytics assistant built on Genie Agents and grounded in a governed Marketing Lakehouse, according to Liz Dob…