22 September 2026
What sovereign AI means in practice for our work.
For our work, sovereignty is not a badge. It is the ability to keep data, models, evidence and operating choices under the control of the people responsible for them.
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Notes
What we are learning, with the working shown.
Occasional engineering and company notes. We publish the measurement, its date and its scope alongside the conclusion, so a reader can disagree with us using our own evidence.
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Why we write these
A company that claims evidence matters should be willing to show its own. These notes record what we tried, what the measurement said and where we changed our mind. They are not product announcements and they are not advice.
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What you will not find here
No customer stories we have not earned, no benchmark without its definition, and no claim that a capability is available when it is in development. Where a number appears, it carries the date and the scope it was measured under.
Notes
22 September 2026
What NVIDIA's Innovation Lab made possible.
Before Curator Research was incorporated, we completed Version 1 during a 60-day NVIDIA DGX Cloud Innovation Lab allocation, accessed through Inception membership and Brev. The work brought document parsing, retrieval, reranking, model fine-tuning and evaluation together on one compute node. The methods and trained artefacts then moved into our own infrastructure.
22 September 2026
Evidence that survives the answer.
An answer is a perishable thing. The record behind it is what a professional team can actually act on, defend and revisit a year later.
Disagree with us? Tell us why.
We publish the measurement, its date and its scope so you can check our reasoning. If you think we got something wrong, write to us.