The article explains that CPU-side timers in Go are unreliable for measuring GPU kernel execution time because CUDA kernel launches are asynchronous, meaning the CPU only measures the time to enqueue …
According to Cast AI's 2026 State of Kubernetes Optimization Report, average GPU utilization across enterprise Kubernetes clusters is only 5%, meaning 95% of provisioned GPU capacity sits idle. This w…
The article explains that while Google's claim of 2x performance-per-watt for its AI hardware is accurate for peak compute loads, it fails to account for "ghost power"—the significant energy GPUs cons…
Google launched Gemini 3.5 Flash, a frontier model optimized for agents and coding, alongside Managed Agents in the Gemini API that provide an isolated execution environment. The model achieves state-…
Matrix multiplications on Nvidia A100 GPUs run up to 15% faster when the input matrices contain predictable values like zeros or integers, rather than random data. The performance difference stems fro…
The article compares five leading AI security and guardrails tools for 2026: LLM Guard, NeMo Guardrails, Guardrails AI, Vigil, and Rebuff. It explains that these tools protect autonomous AI agents fro…
NVIDIA released Nemotron-Labs Diffusion on May 23, 2026, a family of diffusion language models (DLMs) that generate entire blocks of tokens in parallel and iteratively refine them, rather than produci…
The article describes how to upgrade a simple AI campus assistant from using a hardcoded knowledge base in the prompt to a proper Retrieval-Augmented Generation (RAG) system using NVIDIA's hosted embe…
The article covers two main topics: NVIDIA's upcoming RTX 5090 cooling solutions, with AORUS claiming a maximum GPU temperature of 77°C under load, and the release of BeeLlama v0.2.0, which achieves s…
The article announces a limited-time Memorial Day weekend deal on Amazon for the Skytech O11 Vision gaming PC, which features an AMD Ryzen 7 9850X3D processor and an NVIDIA GeForce RTX 5070 Ti GPU. It…
NVIDIA released NV-Generate-MR-Brain, a new open-source model for synthetic 3D brain MRI generation, built on the MAISI architecture. The model was trained on MR-RATE, the world's largest open-source …
Technical solution for running the LTX-2.3 audio-to-video model (22B parameters) alongside TTS and other models on a single 96GB GPU by switching from a persistent server architecture to a cold-start …
The author successfully reduced peak VRAM usage of the LTX-2 22B video generation model from 40 GiB to 24 GiB using the model's native `fp8_cast` quantization method. In contrast, the author found tha…
At Google I/O ‘26, Google Cloud and NVIDIA announced that their joint developer community, launched at Google I/O ‘25, has reached 100,000 members. The community offers curated learning pathways, mont…
At the HumanX conference, MinIO co-founders Garima Kapoor and Anand Babu Periasamy discussed how their platform eliminates storage bottlenecks that cause GPU underutilization. They highlighted a new p…
A Newegg deal offers the Stormcraft Phantom gaming PC for under $2,500, featuring an RTX 5080 graphics card, Intel Core Ultra 7 265F processor, 32GB of DDR5 RAM, and a 2TB SSD. The prebuilt system inc…
NVIDIA has developed a multi-agent AI system using its NeMo Agent Toolkit to automate financial signal discovery, replacing the manual process of hypothesizing, coding, and backtesting trading signals…
NVIDIA released an open-source GPU Usage Monitor that provides real-time visibility into GPU allocation, compute utilization, memory consumption, and pod status across Kubernetes clusters. The tool in…
NVIDIA and SchedMD have released a new topology/block plugin for Slurm 23.11 that enables topology-aware job scheduling on NVIDIA GB200 NVL72 systems, allowing workloads to be aligned with NVLink doma…
Data centers are becoming the factories of the 21st century, consuming half of US electricity demand growth and driving $4-7 trillion in buildout through 2030. Hyperscalers are spending up to 57 cents…