Direct answer
A conformance statement first defines what was audited: records, version, language, publication surface and date. It also states the gates passed, remaining exceptions, audit type, decision owner and validity period. Self-assessment, customer or partner review, and independent third-party audit are different and must be named separately. Without genuine external authority, the work cannot be called a 'certified', 'official standard' or 'globally adopted' framework. In the founder edition, final human approval and change authority rest with Kaan MURAZ. If that authority is later delegated or shared with a board, the change is disclosed through a public, versioned record.
In plain language
Think of a building inspection certificate. It should say which floors were inspected, when, by whom and which defects remain. 'This building conforms' is not enough. The owner also cannot present their own check as municipal approval.
Why this matters
An ambiguous conformance claim can make a limited test appear to guarantee an entire system. Without change authority and an archive plan, the work may be silently degraded, forked or turned into a standard different from the founder's intent.
Do not confuse
- Self-assessment is the organisation's own statement; it is not an independent audit.
- Audited conformance shows that the stated scope and version were examined under the defined method.
- Independent adoption means that an external party uses the framework voluntarily; it cannot be claimed into existence by the publisher.
- Official-standard status requires an authorised standardisation process; publishing a work does not create that status.
- Certification requires a defined authority, scheme, assessment and surveillance programme; it is not the same as an ordinary audit report.
What should you do?
- Define the conformance scope by record, language, surface, system, version, date and validity period.
- Include mandatory gates, evidence used, the non-compensation result and exceptions in the statement.
- Classify the audit accurately as self, second-party or independent third-party and disclose interests.
- Publish a defined decision such as PASS, CONDITIONAL, FAIL or UNRESOLVED with its rationale.
- Document the proposal, review, Kaan MURAZ's founder approval, change log, challenge and rollback routes.
- Lock the Turkish master, six languages, schema, sources, hashes, DOI and archive relationships at every release.
- On delegation, maintenance cessation or institutional change, preserve the steward, archive and last valid release through a public record.
How do you audit it?
- Exactly which records, surfaces, languages and versions does the conformance statement cover?
- Can the evidence, exceptions, validity date and decision owner be seen?
- Was a self-assessment presented as an independent audit?
- Was a critical error hidden by an average or partial success?
- Is there a false claim of external authority for official-standard, certification or global-adoption status?
- Are change, challenge, version, archive and delegation processes workable?
- Can the founder's intent and last valid release still be verified after a change of person or institution?
Limit
In this release, NOMOS GEO-QA is a founder framework proposed by NobleJackal; it is not an independently adopted international official standard or accredited certification programme. A conformance statement does not guarantee AI visibility, citation, ranking, legal compliance or a harmless outcome.
Remember in one sentence
A standard's value lies not in how grandly it describes itself, but in which claim it holds to which evidence, within which limit and under whose accountability.
Sources for this record
- S44NIST, *AI Risk Management Framework Playbook* and AI RMF CoreVoluntary implementation guidance
- S50NIST AI 100-1, *Artificial Intelligence Risk Management Framework (AI RMF 1.0)*Voluntary standards-oriented institutional framework
- S59Creative Commons, *About CC Licenses* and License ChooserOfficial licence-provider documentation
- S60IETF BCP 14 / RFC 8174, *Ambiguity of Uppercase vs Lowercase in RFC 2119 Key Words*Standard

