…Practical tips for agent evaluation include prioritizing task success over accuracy, making tool usage a key signal, scoring reasoning quality and efficiency, and integrating transparent, customizable evaluation mechanisms into the agent design…
…The detailed report includes useful information such as the average, maximum, and minimum GPU utilization, clock frequencies, and data movement statistics. SLURM Integration The DCGM job statistics workflow aligns very well with…
…What is the GPU Usage Monitor? The GPU Usage Monitor is an open-source project that deploys a fully integrated GPU observability stack for Kubernetes. Rather than requiring SRE and platform teams…
…routing logistics fleets, triaging support tickets, generating code, and orchestrating multistep workflows. How do you take a general-purpose model and make it excel at your specific task? Customization provides an agent…
…Each layer has its own interface, latency constraints, and integration challenges, and you start to feel them as soon as you move beyond a simple prototype. In this tutorial , you’ll learn…
…Its dedicated hardware acceleration engines deliver line-rate encryption and CRC data protection, ensuring data security and integrity without compromising throughput. These crypto and integrity accelerators are designed to be used as…
…NVIDIA Alpamayo integration supports end-to-end trajectory planning in autonomous vehicles, employing flow matching trajectory decoding, explainable decision-making with multicamera context, and FP8-accelerated Vision Transformers, marking a shift from…
Trustworthy AI / Cybersecurity Practical Security Guidance for Sandboxing Agentic Workflows and Managing Execution Risk Jan 30, 2026 By Rich Harang Discuss (1) Discuss (1) L T F R E AI coding agents…
…With fully open weights, datasets, and recipes, developers can customize, deploy, and integrate multimodal sub‑agents across local, cloud, and enterprise environments. Video 1. NVIDIA Nemotron 3 Nano Omni unifies video, audio…
…HPC integration and AI for quantum computing. cuQuantum A set of highly optimized libraries for accelerating quantum computing simulations. cuPQC SDK of optimized libraries for accelerating post-quantum cryptography (PQC) workflows. CUDA…