AI Infrastructure

AMD has published an analysis of network traffic patterns in AI training clusters, identifying congestion hotspots and harmonic-like oscillations caused by synchronized collective communication operations. The report exa…

Fastly announced a prototype to secure Model Context Protocol (MCP) servers, addressing AI-specific attack vectors, production-scale performance, and authentication complexity for a major global publisher. The solution c…

OpenAI released GPT 5.6 in three models—Sol, Terra, and Luna—now available on Vercel's AI Gateway. The models offer improved agentic capabilities in coding, biology, and cybersecurity with greater token efficiency. AI Ga…

Meta released Muse Spark 1.1, a multimodal reasoning model with a 1M token context window, now available on Vercel's AI Gateway. The model supports text, image, video, PDF, and audio inputs, and is designed for agentic t…

Claude Fable 5 can be used as an orchestrator in multi-agent workflows, delegating execution to cheaper models like Opus or Sonnet, cutting token costs by 10x without quality loss. The approach involves using Fable 5 for…

Context rot degrades AI agent output quality when a model's context window reaches 70-80% capacity, causing attention dilution and signal-to-noise loss. Anthropic's Claude Code addresses this with an auto-compact feature…

A new multi-agent workflow pattern uses Fable 5 as an architect for planning and Grok 4.5 as a construction crew for execution, cutting costs by shifting 90% of token spend to cheaper inference. The approach built a 50-d…

A new analysis distinguishes personal AI agents built for individual use from production AI agents designed for multiple users, highlighting that Markdown-based workflows fail at scale due to structural limitations in ha…

Palantir CEO Alex Karp argues that the AI bubble is deflating, with value shifting from data-providing companies to dominant platforms that engineered dependency through loss-leading API pricing and contract structures. …

Apple plans to release a new Apple TV 4K in 2026 with an A17 Pro chip, Wi-Fi 7, and Bluetooth 6, but the launch is delayed until after Siri AI features debut in iOS 27. The device will retain the same design as the curre…

AI agents that can both read and send email create a 'Lethal Trifecta' of security risks from untrusted content, sensitive data, and external communication. MailKite, a company building agent email infrastructure, offers…

Hugging Face announced that its Transformers modeling backend for vLLM now matches or exceeds native vLLM speed for compatible architectures, reducing the need for separate hand-optimized serving ports. The update allows…

Skillburst launches a platform that lets non-engineers use AI workflows built by their technical teams inside tools like Claude, Cursor, and ChatGPT without writing code. The startup addresses the problem of workflows be…

Zhipu AI, a Beijing-based developer of large language models, priced its share placement at HK$1,588 per share to raise approximately $4 billion, testing investor appetite for Chinese AI stocks after its stock surged nea…

Focused Labs argues that AI agent security must be enforced at the tool call, not at connection setup. The HCP paper defines eight runtime invariants for MCP-style systems, and its benchmark shows that naive architecture…

Xsight Labs is developing networking gear for AI and SpaceX satellites, with a focus on full switch programmability, on-path cores in DPUs, and open-sourcing the ISA. The company's 12.8T power-optimized switch targets a …

Chinese AI models now account for 30-46% of enterprise API token usage on US developer platforms, driven by costs 60-90% lower than US frontier models, with DeepSeek V4 Flash alone commanding 16.3% of OpenRouter token vo…

Cloudflare launched Drop on July 8, 2026, a frictionless edge ingestion service allowing anonymous static site uploads for one-hour previews, with a post-claim feature enabling AI agents to access content as structured M…

OpenAI previewed its GPT-5.6 model family on June 26, 2026, with the flagship Sol variant targeting 750 tokens per second via a partnership with Cerebras Systems. Cerebras' wafer-scale compute could outperform convention…

A contractor for Meta's AI datacenter in Cheyenne, Wyoming, flushed water contaminated with the rare bacterium Cupriavidus gilardii into public sewers, prompting the city to permanently revoke Meta's wastewater discharge…