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NVIDIA

40 summarised stories about NVIDIA, each linking back to the original source. Browse all topics →

Wednesday, 8 July 2026

Data for Agents

Hugging Face Blog 1 week ago

NVIDIA released over 10 trillion pre-training tokens and millions of post-training samples as open datasets to help developers build AI agents that can handle real-world failures and unseen workflows. The company introduced the Nemotron Post-Training v3 Prompt Atlas, an interactive map visualizing prompt samples by domain, pipeline stage, and tool use, alongside Nemotron-Personas covering more than 2.4 billion people across ten countries. By making training data transparent and using synthetic data to preserve proprietary signals without exposing sources, organizations can now contribute to shared AI development without revealing competitive advantages.

NVIDIA Nemotron Achieves Benchmark-Leading Performance With LangChain Deep Agents Harness

NVIDIA 1 week ago

NVIDIA Nemotron 3 Ultra achieved the highest accuracy among open models on LangChain's Deep Agents benchmark by optimizing the system prompt, tool descriptions, and middleware rather than retraining the model. The tuned version runs at 10 times lower inference cost per run than leading closed models while achieving business task parity with the best closed models. Enterprises can now use the open NemoClaw blueprint to build and customize specialized AI agents across their workflows without vendor lock-in.