ReasonOS
Research & Development

RAIR

Advancing AI Beyond
Traditional Boundaries

Exploring the mathematical foundations and next-generation architectures that will define the future of artificial intelligence, built from the ground up for researchers and innovators worldwide.

Our Philosophy

Large Language Models have made a huge leap in the AI/ML world, demonstrating remarkable capabilities across diverse domains. While LLMs are exceptional at automating many non-deterministic workloads, we fundamentally see an LLM as the UI of AI—a powerful interface, but not the end goal.

There is so much yet to be discovered, and we believe the next major innovation in AI will come from non-transformer and non-LLM architectures. The future lies in exploring novel mathematical foundations and computational paradigms that transcend current limitations.

We are committed to building tools that enable crazy new ideas, whether or not you are funded. We believe the next leap in AI will come from independent researchers, startups, and innovators outside of big tech companies and large research labs.

We are uniquely positioned to build tooling and conduct research starting from the mathematics behind it all—providing the foundational infrastructure needed to explore uncharted territories in artificial intelligence.

A RAIR Team

Meet the researchers and engineers pushing the boundaries of what's possible in AI.

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Vamsi Pandari

Vamsi Pandari

Founder & AI Infrastructure leader (HPC)

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Chris Leggett

Chris Leggett

Ex Scale AI & Meta Reality Labs

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Dr. Ehsan Ardjmand

Dr. Ehsan Ardjmand

PhD, AI researcher and mathematician, exploring the next generation of AI beyond transformers and traditional ML approaches.

Funding & Support

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For Researchers

We provide computational resources, infrastructure access, to independent researchers pushing the boundaries of AI.

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For Innovators

From sourcing seed funding to infrastructure support, we back bold ideas that challenge conventional approaches to artificial intelligence.

Partnership Opportunities

Interested in collaborating or supporting our research? We're always looking for partners who share our vision of advancing AI beyond current limitations.

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Join Our Mission

Be part of the next revolution in artificial intelligence. Whether you're a researcher, engineer, or innovator, there's a place for you in shaping the future of AI.

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Research Positions

Join our research team exploring novel AI architectures and mathematical foundations.

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Engineering Roles

Build the infrastructure and tools that enable groundbreaking AI research.

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Collaborations

Partner with us on research projects or contribute to our open-source initiatives.

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Ready to Shape the Future?

Join us in building the next generation of AI tools and research infrastructure.

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