About
Realm Labs was founded by AI researchers from three traditions that converged on the same problem: adversarial machine learning, AI safety and explainability, and large-scale systems and supply-chain security. Between them, the founding team holds 20 patents and more than 5,000 academic citations across more than a decade of work on how AI systems fail and how they can be defended.
What came out of that work was a research breakthrough the team calls Deep Neural Inspection. What linked the three traditions was a shared finding: an LLM's true intent is visible only inside its own mathematical representations, not in the language it produces. DNI reads a model's internal manifolds as it processes a request, catching prompt injection, jailbreaks, data exfiltration, and unsafe behavior at the source. It is the only inspection point in an AI system that the model itself cannot forge.
What came out of that work was a research breakthrough the team calls Deep Neural Inspection. What linked the three traditions was a shared finding: an LLM's true intent is visible only inside its own mathematical representations, not in the language it produces. DNI reads a model's internal manifolds as it processes a request, catching prompt injection, jailbreaks, data exfiltration, and unsafe behavior at the source. It is the only inspection point in an AI system that the model itself cannot forge.
Experts in AI security, trust and explainability
Realm Labs brings together researchers, engineers, and product leaders focused on bringing accountability and disciplined oversight to AI systems.
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Our investors and advisors are long-term partners who understand the technical and enterprise implications of building trustworthy AI. Their support reflects confidence in the systems and standards enterprises depend on.
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