NOMOS Labs · Verification
UVO Layer
UVO is the verification and observation layer behind NOMOS. It checks whether an answer is allowed, whether a claim is public-safe, whether the system is still inside demo boundaries, and whether a request should be blocked, explained, or escalated.
What UVO does
- Anti-hallucination — answers are checked against controlled knowledge before they are returned.
- Public knowledge card filtering — only public-safe knowledge cards reach the response.
- Demo-mode enforcement — requests are kept inside the read-only demo boundary.
- Overclaim protection — claims that would overstate capability or status are held back.
- Red / yellow / green behavior — each response is treated as allow, review, or block.
- No raw internals — private system internals are not exposed in answers.