AI Infrastructure news and analysis on Web Pulse: 35586 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
A developer warns that free LLM servers can be the most expensive zero in AI tooling, citing hidden costs in latency, data jurisdiction, and retries. The article, part of MonkeyCode's product outreach, outlines four red …
Researchers introduced FedCMAPSS, a benchmark for federated learning in remaining useful life estimation based on the NASA C-MAPSS dataset, defining five standardized tasks that simulate industrial challenges from IID to…
Researchers proposed a SAREF-compliant ontology for representing distributed AI workflows across edge, fog, and cloud environments, extending SAREF4SYST with concepts for AI pipelines, executable jobs, resources, and dep…
A production-grade LLM-powered pricing system that keeps all numeric computations deterministic while using LLMs for structured extraction and policy selection reduced order handling time from 10 minutes to under 2 minut…
Researchers introduced ACache, an affix-oriented cache reuse mechanism for Diffusion Large Language Models (DLLMs) that selectively recomputes key-value states of critical Anchor Tokens to maintain accuracy while reducin…
Researchers propose AdaThinking-E, a reinforcement learning framework that uses one-token entropy regulation to enable multimodal large language models to adaptively decide when to engage in deep reasoning, reducing comp…
Researchers at Google Cloud introduced OpEmbed, a framework that learns operational fingerprints of LLM cloud services from structured support-case metadata, evaluated on more than 33,000 production support cases spannin…
Researchers introduced DuMateBench, a benchmark of 200 real-session tasks reconstructed from anonymized user sessions on a production agent platform, to evaluate autonomous agents in complex workflows with real-world env…
Tensorlake introduced dynamic network policies for its Sandboxes product, enabling AI agent workloads to change network boundaries during execution phases—trusted context, approved tool, network isolation, and controlled…
A developer detailed the creation of AIEOS, a governance framework that embeds AI development rules into machine-readable, CI-enforced pipelines, allowing validators to fail builds and approvals to be recorded as events.…
FortifAI (ASX:FTI) has appointed Priya Shivakumar, chief product officer of Archetype AI and former chief product officer of Lightning AI, to the advisory board of its subsidiary NOL8 ahead of the commercial launch of it…
SK hynix held a groundbreaking ceremony on Aug. 27 for its first U.S. AI memory production hub in West Lafayette, Indiana, a 133-acre fab that will supply next-generation HBM to U.S. customers starting in the second half…
MonkeyCode's product outreach demonstrates that free AI model tokens are not an SLO, using a cost drill for batch queues that converts per-token bills into per-hour operational costs. The drill shows that even with zero …
An engineer testing MonkeyCode's free AI server option for a log-summarizing API deliberately killed the server to expose silent failure modes, then implemented five fail-loud gates: an external kill switch, a budget cou…
A developer detailed how losing a Confluence documentation space led to a new architectural philosophy called 'Documentation as a Contract' for their startup. The approach uses git-backed markdown files as the source of …
MonkeyCode, an open-source AI coding project offering free models and a free server, warns that shared AI servers have a concurrency ceiling that can be measured in 30 minutes before teams hit latency collapse. The artic…
IndexFlow, an open-source SEO and search indexing infrastructure built with Rust, has been released on crates.io, offering libraries for XML sitemap parsing and technical SEO analysis. The project aims to help developers…
A developer detailed how they deployed self-hosted open-weight LLMs for a fintech client whose compliance team banned external AI APIs, running a 70B-class model on two GPU boxes for document Q&A, support triage, and cod…
South Korea's Ministry of Science and ICT on Friday selected three consortiums led by SK Telecom, KT, and Kakao to operate the 'AI for All' project, which will provide free unlimited access to AI tools and services for a…
Open Session, a self-hosted agent-infrastructure server from Tellah, lets users run coding sessions through the Pi engine in git worktrees or isolated sandboxes, with support for multiple Codex and Claude subscriptions a…