Sovereign Compute Has Arrived. Sovereign Inference Is Next.

Preprint v0.1 (July 2026). Architecture paper on end-to-end sovereign AI inference: customer-verifiable controls over the full inference path, not only sovereign compute below. Sovereign cloud programs are shipping (e.g. AWS European Sovereign Cloud, Microsoft and Google offerings), and AI services sit inside them—but managed inference still typically processes prompts as plaintext, with assurance based on architecture, contract, and audit rather than customer-checkable crypto end to end.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-17
DOI
https://doi.org/10.5281/zenodo.21410950
Primary Topic
Cryptography and Data Security
Type
preprint
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preprint

Sovereign Compute Has Arrived. Sovereign Inference Is Next.

Igor Razumny
Zenodo (CERN European Organization for Nuclear Research)
Cryptography and Data Security
preprint

Sovereign Compute Has Arrived. Sovereign Inference Is Next.

Igor Razumny
preprint en

Abstract

Preprint v0.1 (July 2026). Architecture paper on end-to-end sovereign AI inference: customer-verifiable controls over the full inference path, not only sovereign compute below. Sovereign cloud programs are shipping (e.g. AWS European Sovereign Cloud, Microsoft and Google offerings), and AI services sit inside them—but managed inference still typically processes prompts as plaintext, with assurance based on architecture, contract, and audit rather than customer-checkable crypto end to end.

Zenodo (CERN European Organization for Nuclear Research)
Cryptography and Data Security
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Sovereign Compute Has Arrived. Sovereign Inference Is Next. — Igor Razumny · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS