AI Infrastructure

NVIDIA Bets $2B on Nebius AI Cloud Partnership, NBIS Stock Jumps
AI Infrastructure

NVIDIA Bets $2B on Nebius AI Cloud Partnership, NBIS Stock Jumps

NVIDIA invests $2 billion in Nebius to build hyperscale AI cloud infrastructure, targeting 5 gigawatts of compute capacity by 2030. NBIS shares surge on the news.

Oracle Stock Jumps 2.8% as Q3 Revenue Hits $17.2B on AI Cloud Surge
AI Infrastructure

Oracle Stock Jumps 2.8% as Q3 Revenue Hits $17.2B on AI Cloud Surge

Oracle reports 22% revenue growth and 44% cloud surge in Q3 FY26, raises FY27 guidance to $90B as RPO explodes 325% to $553B on AI contracts.

Oracle AI Data Centers to Create 8,000 Jobs Across Four US States
AI Infrastructure

Oracle AI Data Centers to Create 8,000 Jobs Across Four US States

Oracle details workforce expansion plans for AI data centers in Michigan, New Mexico, Texas, and Wisconsin, with thousands of construction and permanent positions.

NVIDIA Megatron Core Gets Falcon-H1 Hybrid AI Architecture Support
AI Infrastructure

NVIDIA Megatron Core Gets Falcon-H1 Hybrid AI Architecture Support

Technology Innovation Institute integrates Falcon-H1 hybrid architecture and BitNet ternary training into NVIDIA's Megatron Core, enabling efficient large language model development.

NVIDIA Launches Open-Source NIXL Library to Speed AI Inference Data Transfers
AI Infrastructure

NVIDIA Launches Open-Source NIXL Library to Speed AI Inference Data Transfers

NVIDIA releases Inference Transfer Library (NIXL), an open-source tool accelerating KV cache transfers for distributed AI inference across major cloud platforms.

NVIDIA AIConfigurator Slashes LLM Deployment Time With 38% Performance Gains
AI Infrastructure

NVIDIA AIConfigurator Slashes LLM Deployment Time With 38% Performance Gains

NVIDIA's open-source AIConfigurator tool optimizes LLM serving configurations in seconds, delivering 38% throughput improvements for disaggregated AI inference deployments.

Bitfarms (BITF) Hires Six Executives to Lead HPC/AI Pivot as Stock Drops 8%
AI Infrastructure

Bitfarms (BITF) Hires Six Executives to Lead HPC/AI Pivot as Stock Drops 8%

Bitfarms adds six senior leaders from MARA, Brookfield, and Stronghold as it accelerates transition from Bitcoin mining to AI data center infrastructure.

FlashAttention-4 Hits 71% GPU Utilization on NVIDIA Blackwell B200
AI Infrastructure

FlashAttention-4 Hits 71% GPU Utilization on NVIDIA Blackwell B200

Together AI's FlashAttention-4 achieves 1,605 TFLOPs/s on B200 GPUs, up to 2.7x faster than Triton. New pipelining overcomes asymmetric hardware scaling bottlenecks.

OpenAI Partners With Tata Group to Build 1GW AI Infrastructure in India
AI Infrastructure

OpenAI Partners With Tata Group to Build 1GW AI Infrastructure in India

OpenAI launches India initiative with Tata Group, starting with 100MW data centers scaling to 1GW. ChatGPT Enterprise deployment planned for hundreds of thousands of TCS employees.

NVIDIA Releases Flash Attention Optimization Guide for Blackwell GPUs
AI Infrastructure

NVIDIA Releases Flash Attention Optimization Guide for Blackwell GPUs

NVIDIA's new cuTile framework delivers 1.6x speedups for Flash Attention on B200 GPUs, enabling faster LLM inference critical for AI infrastructure.