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How Businesses Are Building Specialized AI They Can Trust

Editor's note: This post is part of the Nemotron Labs blog series, which explores how the latest open models, dataset and training techniques help businesses.

Referenced Coverage & Sources

How Businesses Are Building Specialized AI They Can Trust
NVIDIA BlogJun 23, 2026
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AI ConceptFoundational AI

Dataset

A Dataset is a structured collection of data points, features, and target values used to train, validate, and evaluate machine learning models.

AI ConceptAgentic Systems

Agentic AI

Agentic AI refers to artificial intelligence systems designed to act autonomously, make decisions, plan workflows, and execute tasks without constant human intervention. Unlike traditional models that only respond to queries, agentic systems use an agentic loop to perceive environments, reason over goals, use tools, and iterate to achieve outcomes.

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Editor's note: This post is part of the Nemotron Labs blog series, which explores how the latest open models, dataset and training techniques help businesses. Reported by NVIDIA Blog, this update represents a key development in the Startup Venture Capital Funding category.
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