Ray Data LLM achieves double the AI throughput of vLLM's synchronous engine by using asynchronous execution at both batch and token levels, eliminating pipeline bottlenecks in mixed reasoning workloads, with benchmarks showing performance gains that continue to grow as decode lengths increase.
Microsoft secures a massive 700MW data center lease in Abilene, Texas from neocloud firm Crusoe, stepping in after OpenAI and Oracle retreat from Stargate expansion plans, as power grid constraints tighten competition in the AI infrastructure race.
Arm makes history by entering chip manufacturing for the first time, unveiling the Arm AGI CPU — a powerful data center processor built for agentic AI that delivers over 2x performance per rack versus x86, backed by Meta, NVIDIA, Google, Microsoft, and more than 50 major tech players.
Bright Data launches a powerful CLI tool enabling developers to scrape 40+ platforms including Amazon, LinkedIn, and TikTok directly from the terminal, featuring CAPTCHA bypass, geo-targeting, AI agent integration, and structured data extraction via simple commands.
AI startups are dominating venture capital, capturing 41% of $128 billion raised on Carta last year, with just 10% of companies securing half of all funding as giants like OpenAI and Anthropic raise tens of billions in a increasingly K-shaped market.
Nvidia CEO Jensen Huang announces the company projects over $1 trillion in data center sales through 2027, driven largely by hyperscalers like Amazon and Google, with the actual total expected to surpass $1.25 trillion once newly debuted chip platforms are factored in.
Samsung announces a record $73.3 billion investment in chip capacity and research for 2026, a 22% spending surge designed to wrestle AI semiconductor dominance away from SK Hynix and outpace TSMC's $50 billion capex plan.
Samsung and AMD sign a landmark deal making Samsung the primary supplier of next-gen HBM4 high-bandwidth memory chips for AMD's MI455X AI accelerators, deepening their alliance in the rapidly growing AI data center market.
OpenAI is targeting a 2026 IPO while aggressively pivoting ChatGPT toward enterprise users, projecting over $280 billion in revenue by 2030 as it battles Google and Anthropic for AI market dominance.
IREN launches a massive 1,600MW AI data center campus across 2,000 acres in Oklahoma, backed by a landmark $9.7 billion Microsoft deal, positioning the facility as a major emerging hub for AI infrastructure in the United States with power ramping up in 2028.