AI Infrastructure news and analysis on Web Pulse: 34963 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
Research presented at NeurIPS 2025 from the MAST taxonomy, developed by UC Berkeley researchers, found that 79% of multi-agent system failures stem from specification and coordination problems rather than model capabilit…
Enterprise AI has not yet reached its "iPhone moment" because the technology surrounding AI models remains immature, according to a Fast Company analysis. The piece argues that while companies can already buy access to e…
Five Chinese companies accounted for 86% of global humanoid robot shipments in the first half of 2026, according to Counterpoint Research, as China's humanoid robot industry moves from demonstrations toward commercial de…
A developer advocates treating the agent capability protocol as the primary artifact, with language-specific SDKs as implementations, to support polyglot AI agent stacks. The approach lets a capability implemented in Rus…
Cincon released a line of high-performance power modules for edge AI and industrial PC (IPC) applications, including the CQB100W8-36S, an 8:1 wide 9-75V input DC-DC converter that delivers a full 100W output at roughly 4…
Enterprises are shifting generative AI workloads back on-premises as governance, cost and control concerns mount, according to SpectroCloud, which cited Stanford's AI Index finding that the cost of querying a model at ro…
A developer outlines how AI agents with access to APIs, databases, and shell commands create a new attack surface, arguing that prompt injection in production becomes an access-control problem rather than just a model sa…
A developer built the AWS Solutions Architect Prover, an MCP server that reviews AI-generated cloud architectures against five mandatory gates derived from the AWS Well-Architected Framework. The tool, which deliberately…
A developer is building bayar.dev, an early-stage AI infrastructure company whose public chat endpoint streams responses token by token over Server-Sent Events and connects to Azure AI through an OpenAI-compatible interf…
OpenAI is diversifying its custom AI chip manufacturing to Samsung Electronics, moving beyond its initial reliance on TSMC for the Jalapeno chip co-designed with Broadcom, OpenAI Korea General Manager Harrison Kim confir…
DeepSeek AI released DeepSeek-V4.1-Flash, a multimodal Mixture-of-Experts model with 552B backbone parameters, 196B additional Engram parameters, and a 1M-token context window, cutting global KV cache footprint to 890 by…
A developer outlines the architectural failure that occurs when AI agents outlive the HTTP requests that trigger them, arguing that the request/response model breaks down for long-running agent workflows. The proposed fi…
A developer argues that the Model Context Protocol (MCP) solved tool discovery for AI agents but left authorization, trust, and isolation unaddressed. The writeup warns that advertising a tool is not authorization, and r…
A developer got the 230M-parameter LiquidAI LFM2.5-230M-Q5_K_M.gguf model working with a local MCP server after switching from 4-bit to 5-bit quantization, following an earlier setup that ran the 350M-parameter LFM2.5-35…
Security, implemented correctly, accelerates rather than slows enterprise agentic AI migration, according to a first-person account that argues the safe path and the fast path are the same path when the underlying substr…
A benchmarking study by the aistack team found that the choice of coding agent harness has less impact than expected on task resolution accuracy, but can double the cost of a single resolved task from $0.35 to $0.7 depen…
ByteDance's cloud division Volcano Engine is enabling next-generation cloud services on Arm's AGI CPU platform and plans to bring the first Arm AGI CPU-powered agentic sandboxes to market, Arm announced at its Sept. 8 Ar…
ZenMux launched a unified AI model gateway that offers built-in insurance compensation when outputs are hallucinated, excessively slow, or low-throughput, according to the company's product page. The platform provides on…
DeepSeek released DeepSeek V4.1 Flash, a 552B-parameter mixture-of-experts model built on a new causal encoder-decoder architecture that natively supports multimodal visual understanding. The model is priced at $0.15-0.3…
DeepSeek formally released its V4.1 Flash model on Sept. 10 and told API users that V4.1 Flash surpassed V4 Pro in performance, cost, speed and total completion time in internal and external testing. Starting Sept. 14 at…