Research partnerships

Let a good question
meet shared curiosity.

Research and university partnerships are a core direction. We connect our work in databases, retrieval, quantization, post-training, and mathematics to scientific questions that benefit from different kinds of experience.

Begin with the question itself.

Questions worth sustained study often need theoretical insight, experimental method, and systems experience together. A collaboration begins with the problem rather than a predetermined technical answer.

Ways to work together.

Joint problem selection, research prototypes, experimental evaluation, technical exchange, and paths toward practical use. Scope, ownership, and disclosure are agreed explicitly for each collaboration.

How to begin.

Bring a question, a research plan, or a cross-disciplinary challenge. We first discuss the goal, existing foundation, and what can be shared, then design an appropriate path.

Discuss this direction