GPU utilization in production Kubernetes clusters averages just 5%, according to Cast AI's 2026 State of Kubernetes Optimization Report, while hardware costs continue to rise. The GPU Cost Optimizatio…
NVIDIA's Jetson Orin Nano Super is being used to self-host a local text-to-speech app called StreamTTS, which serves audio via durable streams instead of traditional request-response APIs. The setup a…
The Bank of International Settlements warned that the AI investment boom poses systemic risks, with hyperscalers set to spend over a trillion dollars on AI capex from 2025-2026, outpacing earnings and…
NVIDIA used Nsight Systems and Nsight Compute to optimize its NuRec neural reconstruction pipeline, reducing reconstruction times from hours toward a goal of real-time performance for autonomous vehic…
Helix Digital Infrastructure launched on June 11 with over $10 billion in committed capital from KKR, NVIDIA, the Kuwait Investment Authority, and Vistra, led by former AWS CEO Adam Selipsky, to acqui…
A developer exploring AI platform engineering found that the most challenging problems lie in distributed systems and scheduling rather than machine learning itself. The analysis of GPUs, Ray, vLLM, a…
NVIDIA's full-stack inference software, codesigned with its hardware, has reduced token costs by up to 5x on the DeepSeek V4 model in one month on the Blackwell platform. Companies like Baseten, Cogni…
Jaiveer Singh, a robotics software engineer at NVIDIA, leads the team behind Isaac ROS, an open-source framework that accelerates development of autonomous robots using CUDA-accelerated libraries and …
CoreWeave has partnered with Swedish data center operator Conapto to add two Stockholm campuses to its European AI infrastructure, pushing its global data center total to 49 and active power capacity …
NVIDIA's DGX Spark, a $4,699 desktop AI supercomputer with 128GB unified memory, launched in 2025, offering one petaflop of FP4 performance. Benchmarks show it excels at prompt processing but lags in …
Richtech Robotics launched a 24/7 interactive livestream allowing users to chat with its humanoid robot ADAM in real time, developed on NVIDIA's Isaac platform with Jetson Thor compute. The company al…
NVIDIA introduced three workflows using OpenUSD and NVIDIA Omniverse to improve vision AI agent accuracy through synthetic data and fine-tuning, addressing challenges in data gaps, fine-tuning experti…
Owner-submitted benchmarks show that memory bandwidth, not TFLOPS, determines local LLM generation speed. An AMD RX 7900 XTX with 122 TFLOPS generates text at 39 tokens per second, while an older RTX …
NVIDIA released Nemotron 3 Ultra, a 550-billion-parameter open model under a fully permissive license, competitive with GPT-4.5 on code and reasoning. Z.AI launched GLM-5.2 with MIT-licensed weights, …
A developer indexed 37 hours of video content using an NVIDIA RTX 4090 and local ML models in 24 hours, processing long podcast episodes, coding tutorials, and screen recordings. The RTX 4090 signific…
On May 16, 2026, llama.cpp merged Multi-Token Prediction (MTP) support, enabling 1.7x to 2.4x faster local inference for Qwen3.6 27B models with no accuracy loss or extra downloads. The MTP head is em…
Penguin Solutions upgraded its ClusterWareAI platform on June 25, adding an AI-powered operations agent and automated GPU health monitoring to simplify management of large GPU clusters. The company, w…
Intel has removed AMX-TF32 support from its ISA programming reference manual and is stripping the feature from the GNU Compiler Collection, killing the planned extension before its debut in Xeon Diamo…
Zurich, Switzerland, has become a global R&D hub for major tech companies including Apple, Google, Meta, Microsoft, NVIDIA, and OpenAI, with an AI ecosystem rivaling Silicon Valley in density. The reg…
Scan Computers has evolved into a leading provider of AI, cloud and advanced computing solutions, including humanoid robots and cloud compute platforms, as one of only a handful of NVIDIA Elite Soluti…