Sovereign AI at the Front Door of Care: A Physically Unidirectional Architecture for Secure Clinical Intelligence
arXiv cs.AI / 3/27/2026
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Key Points
- The paper proposes a “Sovereign AI” clinical triage architecture where all model inference happens on-device, eliminating reliance on external inference services.
- Patient data is delivered through a physically unidirectional channel using receive-only broadcast infrastructure or certified hardware data diodes, with no network return path.
- The authors argue this removes the network-mediated attack surface by design, rather than relying primarily on software security controls.
- The system supports conversational symptom intake, integrates device-captured vitals, and outputs structured, triage-aligned clinical records at the point of care.
- The work formalizes security properties of receiver-side unidirectionality and analyzes threat models and deployment configurations, showing transport-agnostic operation across broadcast vs diode enforcement.
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