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Research

Research that feeds production.

Our research agenda follows the problems we meet in client work, and the results go straight back into it.

World Models

Learned models of an environment that predict how it responds, for simulation and planning.

Distillation

Compressing frontier capability into small models you can own, audit and run yourself.

AI Safety

Evaluation, robustness and human oversight for systems used in high-stakes settings.

Autonomous AI

Agents that plan, act and know when to hand the decision back to a person.

Diffusion Models

Denoising generative models across images, signals and, increasingly, language.

Notes from the practice.

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What Is an AI Agent? A Technical PrimerMulti-Model Orchestration: How Production AI Stacks Actually WorkSovereign and Hybrid Deployment: Building AI Inside the PerimeterEvaluation, Quality and Governance
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