Enterprises are moving agentic workflows into production, which puts real systems and data at stake. Building around identity-first access, isolated execution, and continuous oversight makes those agents safer to deploy.
How Autonomous AI Agents Become Secure by Design With NVIDIA OpenShell Read Post »
NVIDIA is contributing its GPU Dynamic Resource Allocation driver to upstream Kubernetes under SIG-Node, positioning it as a reference for accelerator management. The Apache 2.0 project targets Kubernetes 1.32+ and brings MIG partitioning, alpha dynamic MIG, and ComputeDomains for multi-node NVLink workloads.
Transformers deliver striking results, but leading researchers argue that scaling alone is unlikely to produce general intelligence. Neuroscience insights, integrated memory, and hardware shifts point to new paths forward.
NVIDIA’s Nemotron 3 stack pairs specialized models with NeMo tooling to run multi-agent planning, retrieval, voice, and safety on modern GPUs. Here’s how the pieces fit and what enterprise teams should evaluate.
In a recent interview, Chris Hayes argues that following the news now means managing attention as deliberately as time or money, with AI both helping and hindering that effort. He urges offline habits, local ties, and careful use of summarization tools to stay informed without getting spun by the feeds.
Chris Hayes’ Playbook for Attention Management for News Consumption Read Post »
ARUM Inc. encodes veteran machinist know-how into cloud software that automates CNC programming and process design, aiming for 5-micron accuracy and sharp productivity gains across Japan’s high-mix, low-volume factories.
ARUMCODE manufacturing AI: Turning Japanese craftsmanship into scalable precision Read Post »
