AI Infrastructure news and analysis on Web Pulse: 31331 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
The MCP ecosystem is focusing too much on discovery and registries, but the real challenge is lifecycle management and operations after teams depend on MCP servers. Local setups break when scaled to teams, and tool defin…
Intel released Optimization Zone 1.1, a centralized repository of tuning guides for maximizing performance on Intel Xeon processors and some desktop CPUs. Newly covered workloads include Apache Cassandra with QuickAssist…
Sakana AI launched Sakana Fugu, a multi-agent orchestration system that routes tasks across a pool of frontier LLMs via a single API. The system, available in two variants (Fugu and Fugu Ultra), outperforms individual mo…
Google DeepMind has made the Interactions API the default interface for Gemini models and agents, replacing the old generateContent API. The new API uses a simplified schema with typed steps instead of role-based structu…
Micron and Anthropic have signed an AI infrastructure supply agreement, under which Micron will provide memory and storage solutions to support Anthropic's AI model training and deployment. The deal underscores growing d…
Ampersend and Amazon Bedrock AgentCore Payments have launched a pay-per-intelligence routing layer that enables AI agents to autonomously pay for model services per request using the x402 protocol, eliminating the need f…
Micron is investing in Anthropic's Series H round and securing a multi-year deal to supply memory for Claude's infrastructure, aiming to co-design AI memory architecture. Anthropic co-founder Tom Brown emphasized memory'…
HPE's Spaceborne Computer 4, destined for a lunar lander as part of the Astrolab FLEX mission, will use a Kioxia BG-series M.2 SSD for storage to run LLMs on the moon. The compact, low-power system relies on a commercial…
A 2026 University of British Columbia study found 21.8% structural waste across 4.45 billion tokens in LLM context windows, proposing demand paging as a solution. The researchers argue that treating the context window as…
Google Cloud announced the general availability of BigQuery Managed Python User-Defined Functions (UDFs), enabling data practitioners to run custom Python code directly within BigQuery using standard SQL queries or BigQu…
Open source AI startup Reflection AI will pay SpaceX $150 million per month through 2029 for access to Nvidia GB300 chips at SpaceX's Colossus 2 data center, in a deal worth up to $6.3 billion. The agreement, one of the …
AWS and Vexcel developed a multimodal AI system that uses embeddings, LLM captioning, and vector search to make aerial imagery searchable via natural language, eliminating the need for per-feature model training. The sys…
Amazon Web Services announced support for running ComfyUI workflows on Amazon SageMaker AI processing jobs, enabling enterprises to automate content generation at scale. The integration allows users to generate hundreds …
NVIDIA released CCCL Runtime, a modern C++ runtime for CUDA, as part of CUDA 13.2. The new APIs provide safer and more convenient abstractions for stream management, memory allocation, and kernel launches, leveraging mod…
Meta's Shah Rahman outlines a playbook for engineering transformation at scale, advocating for pod-based structures with 3-5 person cross-functional teams and an Agent Champion model. The approach has yielded 2-10x produ…
AI companies are building expensive server farms for cloud-based generative AI, but on-device AI models are emerging that could shift tasks away from the cloud. The resulting memory shortage is driving up consumer electr…
Ypsilanti Township board members vowed to fight a proposed nuclear-powered AI data center by the University of Michigan and Los Alamos National Laboratory, citing concerns over electricity, water, and noise. Residents ov…
Ivanti research reveals that 34% of organizations still track IT assets in spreadsheets, leading to disconnected data that undermines AI initiatives. Mareike Fondufe, senior director at Ivanti, warns that AI without trus…
Over 45,000 CVEs were published in 2025, and AI-driven zero-day threats are shrinking the window between disclosure and exploitation from weeks to hours. Ivanti's Sydney Lesser advises organizations to shift from manual …
NVIDIA released Halos, a full-stack safety system for robotics and physical AI, unifying AI compute and safety. The system draws on over 18,600 engineering years of autonomous vehicle safety development and is available …