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Research

Open problems we work on

Kriyaetive is an independent research lab. We start with hard problems, go deep, and build products from what we learn. When our research produces results worth sharing, we will.


Approach

How we do research

Start with the problem

We pick problems because they matter, not because they are trending. Every focus area traces back to a real gap we have seen in the field or in deployment.

Build to learn

We do not write papers and stop. We build working systems because that is where the hard questions surface. Implementation reveals what theory hides.

Stay close to constraints

We design for the hardware, connectivity, and budgets people actually have. A model that only runs on an A100 is a demo, not a product.

Share what we can

When our work produces insights that do not compromise our products, we plan to share them. Research that stays locked away helps no one.


Publications

Papers and notes

We are building toward sharing our work publicly. This section will be updated as we publish.

Coming soon

Our first publications are in preparation. Check back, or get in touch if you are interested in our research.


Interested in our research?

If you are working on similar problems, want to collaborate, or are curious about what we are building, we would like to hear from you.