Trillion Labs announced June 8 Industrial World Models for AI Factories, built on NVIDIA Omniverse libraries and Nemotron open models. The South Korean lab targets data centers and power plants with physics-accurate simulation and specialized reasoning.
Key facts
- Announced June 8, 2026
- Built with NVIDIA Omniverse libraries and Nemotron models
- Collaborating with GS Group on energy infrastructure
- Targets AI data centers and power plants
- CEO Jay Shin leading the initiative
Trillion Labs, a South Korean foundation model lab, announced on June 8 that it is developing Industrial World Models for AI Factories, built with NVIDIA Omniverse libraries and NVIDIA Nemotron open models. The models are designed to enable AI systems and agents to understand, simulate, and optimize complex industrial environments such as AI data centers and power plants.
Full-Stack Approach
The company builds its world models from scratch, using NVIDIA Omniverse libraries for physics-accurate simulation and NVIDIA Nemotron for advanced reasoning. Trillion Labs has built proprietary foundation models spanning large language models (LLMs) and vision-language models (VLMs), and is now developing world models for physical infrastructure. This full-stack approach allows the lab to design and optimize models specifically for real-world industrial applications, rather than general-purpose AI.
Focus on Specialized Infrastructure
Trillion Labs’ key focus is AI Factories, where data centers, power generation facilities, cooling systems, and other operational infrastructure operate in tightly connected ecosystems. The company is developing Industrial World Models that can understand complex schematics, time-series data, facility operations, maintenance histories, operational constraints, and infrastructure dependencies.
The company has been collaborating with GS Group on critical energy infrastructure, as well as other enterprise partners across industrial domains. [According to the press release], CEO Jay Shin stated: "Large language models remain the foundation of advanced intelligence, but understanding language alone is not enough to understand the physical world. Industrial World Models are our next step toward extending AI from language understanding to real-world reasoning."
The initiative reflects Trillion Labs’ broader vision of Industrial Superintelligence, where AI systems can understand, simulate, help, and eventually autonomously operate complex industrial systems. The company believes Industrial World Models will become a foundational building block for the next generation of AI-powered infrastructure.
Notably, NVIDIA has been expanding its physical AI ecosystem. On June 3, NVIDIA launched physical AI agent skills and a 32B VLA model at CVPR, and on June 5 it released Cosmos 3. Trillion Labs' approach differentiates by focusing on industrial infrastructure rather than general robotics or autonomous vehicles, potentially offering a more specialized niche.
What to watch
Watch for Trillion Labs to release benchmark results on industrial simulation accuracy, and whether GS Group deploys the models in production energy infrastructure by Q4 2026.
Source: hpcwire.com
