Research
The thinking underneath the product.
Papers we've published on how ORION is built — the privacy architecture, and the energy model. Each one reads in full on this site; the PDF is there if you want the citable document.
- 20 PAGES
Sovereign AI
Why ORION Architect Was Deliberately Built Differently
Six architectural pillars that move privacy from a company promise to a property of the system — and why you cannot surrender what you do not possess.
Robert Edward Grant · Orion Architect LLC Read → PDF - 7 PAGES
Inference Avoidance and Harmonic Storage
A Quantitative Framework for Ultra-Efficient Artificial Intelligence
Why the largest cut in AI energy may come not from cheaper transformer inference, but from building systems that rarely need to invoke it at all.
Robert Edward Grant · The Institute of Unified Mathematics · Irvine, California Read → PDF