AI INFRASTRUCTURE
NVIDIA Claims 1 Million X Efficiency Gains Across Six GPU Generations
NVIDIA details how Vera Rubin platform delivers 10x higher inference throughput per megawatt, reshaping AI data center economics and token factory revenue models.
Ray Serve Upgrade Delivers 88% Lower Latency for AI Inference at Scale
Anyscale announces major Ray Serve optimizations with HAProxy and gRPC, achieving 11.1x throughput gains for LLM inference workloads on enterprise deployments.
NVIDIA Donates GPU Resource Driver to Kubernetes Open Source Project
NVIDIA transfers critical GPU allocation software to CNCF at KubeCon Europe, marking major shift toward community-governed AI infrastructure.
NVIDIA Advances AI Infrastructure With Disaggregated LLM Inference on Kubernetes
NVIDIA details new Kubernetes deployment patterns for disaggregated LLM inference using Dynamo and Grove, promising better GPU utilization for AI workloads.
Together AI Upgrades Fine-Tuning Platform With Vision and Reasoning Support
Together AI adds tool calling, reasoning traces, and vision-language fine-tuning to its platform, with 6x throughput gains for 100B+ parameter models.
NVIDIA Unveils AI Grid Architecture for Distributed Edge Inference at GTC 2026
NVIDIA's AI Grid reference design enables telcos to cut inference costs by 76% and meet sub-500ms latency targets through distributed edge computing.
NVIDIA DGX Spark Now Scales to 4 Nodes for 700B Parameter AI Agents
NVIDIA expands DGX Spark to support 4-node configurations, enabling local inference of 700B parameter models and near-linear fine-tuning performance scaling.
NVIDIA Dynamo 1.0 Ships With 7x Inference Boost for AI Data Centers
NVIDIA releases Dynamo 1.0, an open-source inference OS adopted by AWS, Azure, Google Cloud, and major AI companies. Claims 7x performance gains on Blackwell GPUs.
NVIDIA Launches DSX Air Platform for AI Factory Simulation
NVIDIA unveils DSX Air, a cloud-based simulation platform enabling organizations to test complete AI factory infrastructure before hardware deployment.
NVIDIA Vera CPU Enters Production With 88 Olympus Cores for AI Factories
NVIDIA's Vera CPU is now in full production with 88 custom cores, 1.2 TB/s memory bandwidth, and claims of 50% faster sandbox performance versus x86 rivals.
NVIDIA Unveils BlueField-4 STX Storage Architecture for Agentic AI Workloads
NVIDIA launches BlueField-4 STX at GTC, promising 5x token throughput and 4x energy efficiency for AI infrastructure. Major cloud providers already on board.
NVIDIA Vera CPU Targets Agentic AI With 88-Core Design
NVIDIA launches Vera CPU with 88 custom cores and 1.2 TB/s memory bandwidth, claiming 50% faster performance than traditional CPUs for AI workloads.
NVIDIA Unveils Vera Rubin POD 40-Rack AI Supercomputer for Agentic Workloads
NVIDIA announces Vera Rubin POD featuring 1,152 GPUs across 40 racks, delivering 60 exaflops and 10x better inference performance per watt than Blackwell.
Together AI Launches Voice Agent Platform With Sub-700ms Latency
Together AI debuts unified voice agent infrastructure with Deepgram and Cartesia integrations, targeting enterprise deployments with end-to-end latency under 700ms.
NVIDIA Launches AI Cluster Runtime to Standardize GPU Kubernetes Deployments
NVIDIA's new open-source AI Cluster Runtime project delivers validated, reproducible Kubernetes configurations for GPU clusters, targeting H100 and Blackwell accelerators.