Nvidia Launches Toolkit for Secure, Scalable AI Agents

Nvidia unveiled its Agent Toolkit at GTC Taipei 2026, offering developers a comprehensive suite of software, open-source models and blueprints for building autonomous AI workers. The toolkit addresses key challenges including memory management, multi-agent collaboration and enterprise security risks. Core components include the NemoClaw orchestration framework, the 550-billion-parameter Nemotron 3 Ultra model, and the OpenShell Secure Runtime developed with Microsoft, Canonical and Red Hat. Plug-and-play Agent Skills built on CUDA-X libraries give agents specialized capabilities spanning data processing, logistics optimization, quantum computing and scientific simulation.