NVIDIA NemoClaw Proves the Agent Performance Race Is About Harness Engineering, Not Model Training
NVIDIA and LangChain’s open-stack blueprint pairs Nemotron 3 Ultra with a tuned Deep Agents harness and OpenShell secure runtime – and claims 10x lower inference cost than leading closed models. But the benchmark numbers are vendor-reported.