AI has evolved from assistants following your directions to agents that act independently. Called claws, these agents can take a goal, figure out how to achieve it, and execute indefinitely—while leaving you out of the loop. The more capable claws become, the harder they are to trust. And their self-evolving autonomy changes everything about the environment in which they operate.  The infrastructure to run claws more safely didn’t exist, until now.  NVIDIA at GTC announced NemoClaw , an open source stack that simplifies running OpenClaw always-on assistants—with a single command. It incorporates policy-based privacy and security guardrails, giving you control over your agents’ behavior and data handling. This enables self-evolving claws to run more safely in the cloud, on prem, on NVIDIA RTX PCs, and on NVIDIA DGX Spark. NVIDIA NemoClaw uses open source models—like NVIDIA Nemotron —alongside the NVIDIA OpenShell runtime , which is part of the NVIDIA Agent Toolkit.…