#ai-infrastructure

HPE Discover 2026 cast networking as AI's control plane: the $14B Juniper deal, GreenLake Intelligence, and a centralized agent registry for the agentic era.

Baseten is raising $1.5B at up to $13B, tripling in five months as inference demand explodes. What the round signals about the AI infrastructure gold rush.

The LLM gateway is now critical AI infrastructure. Compare LiteLLM, Portkey, Cloudflare, Vercel, and OpenRouter on caching, routing, and build-vs-buy economics.

NVIDIA's Vera CPU is built from silicon up for agent orchestration: 88 Olympus cores, 1.2 TB/s bandwidth, spatial multithreading. What it means for AI infra.

Where MCP adoption lands by Q3 2026 — server count, enterprise deployment, vendor pivots, standards-war scenarios. Forecast + three confidence bands.

Time-to-first-token and tokens-per-second across 30 model+provider pairings. P50/P95 numbers, regional spread, and how reasoning-mode tax cold latency budgets.

MCP adoption statistics for 2026: verified server counts, GitHub ecosystem signals, enterprise production data, and source-backed integration coverage.

Mistral AI raises $830M to build a Paris data center, advancing European AI sovereignty. Funding breakdown, timeline, and competitive analysis.

Arm launches its first physical chip in 35 years: a 136-core Neoverse V3 on TSMC 3nm. Meta leads adoption. Impact on AI infrastructure and cloud costs.

Jensen Huang reveals $1 trillion order pipeline at GTC 2026. Analysis of Vera Rubin, Dynamo 1.0, and AI infrastructure scaling implications.

NVIDIA releases Dynamo 1.0, an open-source distributed inference OS achieving 7x performance boost for Blackwell GPUs. Adopted by major clouds.

AI data centers face a 9-18 gigawatt energy shortage threatening growth. Analysis of the power crisis, nuclear/renewable solutions, and enterprise implications.

Model Context Protocol reaches 97 million monthly SDK downloads with 5,800+ servers. How MCP became the standard for AI agent tool integration.

Build RAG applications with vector databases: Pinecone, Weaviate, Qdrant comparison. Embedding strategies, indexing, and production deployment.