NVIDIA CEO Jensen Huang and leaders from Mistral AI, Perplexity, and Thinking Machines Lab recently convened at GTC to argue that the future of AI is not a zero-sum game between open and proprietary systems. Rather than relying on a single "god model," the industry is moving toward an "orchestra" of specialized AI models working together to solve complex business problems. This orchestration involves delegating tasks to a system that automatically picks the best model for the job based on the specific modality or domain required.

To accelerate this vision, NVIDIA introduced the Nemotron Coalition, a first-of-its-kind global collaboration designed to build open, frontier-level foundation models. The coalition’s inaugural project is a base model co-developed by Mistral AI and NVIDIA, incorporating expertise from diverse AI labs. This initiative aims to provide "fundamental knowledge infrastructure" that remains accessible to academia and smaller developers, ensuring that AI progress isn't restricted to a handful of massive, closed labs.

Panelists highlighted that AI is evolving into highly capable "coworkers" rather than simple tools. By combining open-source foundations with a company's own unique data, organizations can create specialized systems that are both trustworthy and performant. This modular approach allows for the deployment of long-running AI agents that can tackle virtually any task, making AI both a generalist and a specialist in professional settings.

NVIDIA CEO Jensen Huang and leaders from Mistral AI, Perplexity, and Thinking Machines Lab recently convened at GTC to argue that the future of AI is not a zero-sum game between open and proprietary systems. Rather than relying on a single "god model," the industry is moving toward an "orchestra" of specialized AI models working together to solve complex business problems. This orchestration involves delegating tasks to a system that automatically picks the best model for the job based on the specific modality or domain required.

To accelerate this vision, NVIDIA introduced the Nemotron Coalition, a first-of-its-kind global collaboration designed to build open, frontier-level foundation models. The coalition’s inaugural project is a base model co-developed by Mistral AI and NVIDIA, incorporating expertise from diverse AI labs. This initiative aims to provide "fundamental knowledge infrastructure" that remains accessible to academia and smaller developers, ensuring that AI progress isn't restricted to a handful of massive, closed labs.

Panelists highlighted that AI is evolving into highly capable "coworkers" rather than simple tools. By combining open-source foundations with a company's own unique data, organizations can create specialized systems that are both trustworthy and performant. This modular approach allows for the deployment of long-running AI agents that can tackle virtually any task, making AI both a generalist and a specialist in professional settings.