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
NVIDIA's new cuTile framework delivers 1.6x speedups for Flash Attention on B200 GPUs, enabling faster LLM inference critical for AI infrastructure.
Oracle Seeks Air Permits for $165B Project Jupiter AI Campus in New Mexico
Oracle submitted permit applications for natural gas microgrids at its massive AI data center tied to the $500B Stargate initiative with OpenAI.
NVIDIA GTC 2026 Set for March 16-19 as Jensen Huang Teases Full AI Stack Reveal
NVIDIA's GTC 2026 conference runs March 16-19 in San Jose with 30,000+ attendees expected. CEO Jensen Huang keynote may unveil rumored new inference chip.
NVIDIA Drops $2B on Coherent as Optical Tech Race Heats Up
NVIDIA invests $2 billion in Coherent to develop silicon photonics for AI data centers, part of a broader $4B push into optical interconnect technology.
NVIDIA Commits $4B to Optics Partners Lumentum, Coherent for AI Data Centers
NVIDIA invests $2 billion each in Lumentum and Coherent to scale silicon photonics for AI infrastructure. LITE stock jumps 12% on the news.
NVIDIA Run:ai Delivers 2x GPU Utilization Gains for AI Inference Workloads
NVIDIA benchmarks show Run:ai platform doubles GPU utilization while cutting latency 61x for enterprise AI deployments running NIM inference microservices.
Together AI's CDLM Achieves 14.5x Faster AI Inference Without Quality Loss
Consistency Diffusion Language Models solve two critical bottlenecks in AI inference, delivering up to 14.5x latency improvements while maintaining accuracy on coding and math tasks.
NVIDIA MIG Tech Delivers 2.25x Speedups for Power-Constrained AI Workloads
NVIDIA's Multi-Instance GPU technology shows up to 2.25x performance gains for data center workloads under power limits, with implications for AI infrastructure costs.
NVIDIA Run:ai GPU Fractioning Delivers 77% Throughput at Half Allocation
NVIDIA and Nebius benchmarks show GPU fractioning achieves 86% user capacity on 0.5 GPU allocation, enabling 3x more concurrent users for mixed AI workloads.
India Deploys 20,000 NVIDIA Blackwell GPUs in $1B AI Infrastructure Push
India partners with NVIDIA to build sovereign AI infrastructure with 20,000+ Blackwell Ultra GPUs, targeting $27.7B market by 2032 under IndiaAI Mission.
NVIDIA Secures Massive Meta AI Deal for Millions of Blackwell and Rubin GPUs
Meta commits to multiyear NVIDIA partnership deploying millions of GPUs, Grace CPUs, and Spectrum-X networking across hyperscale AI data centers.
NVIDIA Blackwell Ultra GB300 Delivers 50x Performance Boost for AI Agents
NVIDIA's GB300 NVL72 systems show 50x better throughput per megawatt and 35x lower token costs versus Hopper, with Microsoft, CoreWeave deploying at scale.
Together AI Achieves 40% Faster LLM Inference With Cache-Aware Architecture
Together AI's new CPD system separates warm and cold inference workloads, delivering 35-40% higher throughput for long-context AI applications on NVIDIA B200 GPUs.
VLA Models Reshape Robotics as $94B Market Embraces AI Infrastructure
Vision-Language-Action models are driving robotics teams to Ray and Anyscale for distributed training. Market projected to hit $94.38B by 2031.