Governance artifacts
Governance files brought into scope by this page
This page is anchored to published surfaces that declare identity, precedence, limits, and the corpus reading conditions. Their order below gives the recommended reading sequence.
Definitions canon
/canon.md
Canonical surface that fixes identity, roles, negations, and divergence rules.
- Governs
- Public identity, roles, and attributes that must not drift.
- Bounds
- Extrapolations, entity collisions, and abusive requalification.
Does not guarantee: A canonical surface reduces ambiguity; it does not guarantee faithful restitution on its own.
Claims registry
/claims.json
Registry of published claims, their scope, and their declarative status.
- Governs
- Admissible relations, receivable authorities, and conflict arbitration.
- Bounds
- Abusive merges, copied authority, and unqualified silent arbitration.
Does not guarantee: Describing a graph or registry does not make an exogenous source endogenous truth.
authority-precedence.json
/authority-precedence.json
Published machine-first governance surface.
- Governs
- Part of the corpus reading conditions.
- Bounds
- An inference zone that would otherwise remain implicit.
Does not guarantee: This file does not, on its own, guarantee system obedience.
Complementary artifacts (2)
These surfaces extend the main block. They add context, discovery, routing, or observation depending on the topic.
Interpretation policy
/.well-known/interpretation-policy.json
Published policy that explains interpretation, scope, and restraint constraints.
Q-Layer in Markdown
/response-legitimacy.md
Canonical surface for response legitimacy, clarification, and legitimate non-response.
Evidence layer
Probative surfaces brought into scope by this page
This page does more than point to governance files. It is also anchored to surfaces that make observation, traceability, fidelity, and audit more reconstructible. Their order below makes the minimal evidence chain explicit.
- 01Canon and scopeDefinitions canon
- 02Response authorizationQ-Layer: response legitimacy
- 03Weak observationQ-Ledger
- 04Evidence artifactclaims.json
Definitions canon
/canon.md
Opposable base for identity, scope, roles, and negations that must survive synthesis.
- Makes provable
- The reference corpus against which fidelity can be evaluated.
- Does not prove
- Neither that a system already consults it nor that an observed response stays faithful to it.
- Use when
- Before any observation, test, audit, or correction.
Q-Layer: response legitimacy
/response-legitimacy.md
Surface that explains when to answer, when to suspend, and when to switch to legitimate non-response.
- Makes provable
- The legitimacy regime to apply before treating an output as receivable.
- Does not prove
- Neither that a given response actually followed this regime nor that an agent applied it at runtime.
- Use when
- When a page deals with authority, non-response, execution, or restraint.
Q-Ledger
/.well-known/q-ledger.json
Public ledger of inferred sessions that makes some observed consultations and sequences visible.
- Makes provable
- That a behavior was observed as weak, dated, contextualized trace evidence.
- Does not prove
- Neither actor identity, system obedience, nor strong proof of activation.
- Use when
- When it is necessary to distinguish descriptive observation from strong attestation.
claims.json
/claims.json
Published surface that contributes to making an evidence chain more reconstructible.
- Makes provable
- Part of the observation, trace, audit, or fidelity chain.
- Does not prove
- Neither total proof, obedience guarantee, nor implicit certification.
- Use when
- When a page needs to make its evidence regime explicit.
Complementary probative surfaces (1)
These artifacts extend the main chain. They help qualify an audit, an evidence level, a citation, or a version trajectory.
authority-precedence.json
/authority-precedence.json
Published surface that contributes to making an evidence chain more reconstructible.
Causal mesh
CCL chain declared for this surface
This block separates the triggering situation, latent need, canonical surfaces, anti-fusion clarifications, evidence and declared bridges that govern the causal reading.
The causal chain declares situated relevance. It does not create a promise, result guarantee, implicit offer, or citation obligation.
Triggering situation
An organization wants to use a taxonomy, standard, Codebook or external registry to govern information delivered to AI systems.
Problem or risk
The framework may become implicitly canonical, impose its categories on the Core or change decisions without controlled authority, versioning and applicability.
Latent need
Separate the qualification value of an external framework from the internal authority that admits, constrains, projects and delivers information.
Intended consequence
Enable interoperability with external frameworks while preserving Core stability, reversible mappings and non-widening permissions.
Declared service bridge
This position can frame an architecture or audit without constituting certification against a third-party framework.
Non-derivation boundaries
- An external framework may inform a decision without making it.
- A mapping does not become a Core object.
- An observation or classification does not mutate the canon.
- A lower layer must never widen a higher-layer permission.
Triggers and symptoms
Risk taxonomies explain what can go wrong. Executable governance must also show which control was applied, what was delivered and what the system actually reconstructed.
Latent needs and definitions
Source admission is the rule-governed decision by which a source becomes eligible, restricted, demoted, or excluded before it can influence retrieval…
Definition of authority scope limiting what an official, external or evidentiary source may legitimately attest.
Definition of a claim class used to weight sources without turning the official source into an absolute arbiter.
Governing doctrine
Interpretive measurement does not aim at score improvement as an autonomous end. It aims at qualifying a state under declared conditions.
Proposed doctrine declaring applicability conditions, non-applicability conditions, required evidence and forbidden inferences for a capability.
Consequence frameworks
Proposed method connecting an external risk or mitigation to canonical objects, admission rules, a controlled projection and observable evidence.
Full framework for governing the conditions under which a response may be produced, qualified, narrowed, or refused.
Evidence surfaces
Q-Ledger is built to publish weak but structured evidence. It helps make observation legible without pretending that observation is attestation.
Canonical definition of proof of fidelity: the minimum evidence required to show that an AI output remains faithful to the canon rather than merely plausible.
Next reading routes
Proposed method connecting an external risk or mitigation to canonical objects, admission rules, a controlled projection and observable evidence.
Full framework for governing the conditions under which a response may be produced, qualified, narrowed, or refused.
Interpretive measurement does not aim at score improvement as an autonomous end. It aims at qualifying a state under declared conditions.
Machine-readable artifacts
Evidence artifacts
Forbidden derivations
external_taxonomy_as_internal_authoritymapping_as_core_objectmodel_classification_as_canonical_factlive_external_fetch_as_runtime_policyobservation_as_core_mutationlower_layer_permission_widening
Status of this position
This page is a public projection of a proposed architectural position. It explains a boundary intended for specification in the normative doctrinal repository; it does not replace that specification or claim that an external-integration mechanism is already active in production.
The position is:
An external framework may qualify a risk, mitigation, obligation or mapping. It does not directly govern the internal canon and cannot widen the permissions derived from it.
The rule applies to risk taxonomies, standards, regulatory frameworks, mitigation databases, Codebooks, brand manuals and other imported formalisms.
1. Three authorities that must no longer be conflated
A governed architecture must distinguish at least three planes.
1.1 External reference authority
It originates from an external institution, standard, author or organization. It is authoritative over its own document: vocabulary, categories, versions, licence and declared scope.
It may be used to:
- name a recognized risk type;
- compare frameworks;
- identify a control family;
- document an obligation or practice;
- establish shared vocabulary with auditors or partners.
That authority does not automatically extend to another organization’s internal claims.
1.2 Internal canonical authority
It determines which sources govern the organization’s identity, claims, terms, constraints and precedence rules.
It answers different questions:
- which entity is concerned;
- which Claim is admitted;
- which source has authority over that class;
- which limits or exclusions apply;
- which rule adjudicates a conflict;
- which information may be projected in a given situation.
An official source may be canonical for identity, published doctrine or a declared limitation. It does not thereby become the absolute arbiter of reputation, external criticism or objective truth.
1.3 Operational decision authority
It belongs to the mechanism applying compiled rules to a concrete interaction. It does not invent permissions. It selects only from what higher layers already authorized.
This authority may decide to:
- admit information;
- bound it;
- attach a constraint;
- request clarification;
- produce a legitimate non-response;
- record the event in the evidence chain.
The runtime must not become the judge of its own policy. It executes a deterministic projection produced from previously compiled authorities and rules.
2. The Core remains closed to five objects
The v0.1 proposal contains only five objects:
- Entity;
- Claim;
- Term;
- Constraint;
- Precedence.
Their small number is a control property, not an accidental limitation.
An external framework does not create an additional Risk, Control, Framework, Codebook or Profile object in the Core. Those concepts may exist in an external registry, mapping matrix or projection, but they do not change the canonical model.
This closure prevents every new integration from imposing:
- its ontology;
- its states;
- its lifecycle;
- its priority rules;
- its ambiguities;
- its technical dependencies.
The five objects must be sufficient to express the internal effects of a mapping.
Example: an external risk may justify a candidate Constraint requiring a certification date before delivery. The external risk is not the Constraint. It is the referenced justification. The Constraint enters the Core only after an authority decision and admission under internal rules.
3. Core states must not be contaminated
Canonical states remain:
allowed;conditional;forbidden;deprecated.
An external mapping may have its own workflow state, such as proposed, reviewed, accepted, rejected or superseded. That status belongs to the mapping registry, not the Core.
The distinction matters.
A condition that is not satisfied or cannot be evaluated makes the Claim non-admissible in the situation. It does not automatically turn the Claim into forbidden. The forbidden state must remain reserved for an explicit prohibition issued by the competent authority.
Similarly, a high-risk category does not automatically make every connected Claim forbidden. It may require stronger evidence, qualification, escalation or non-response. The decision depends on context and internal rules.
4. A mapping is a derived projection
The relation between an external framework and the Core must be represented as a versioned, reversible mapping.
It may declare:
- the external namespace;
- the risk or control identifier;
- snapshot version or date;
- source and licence;
- targeted internal failure mode;
- affected Core objects;
- authority approving the mapping;
- applicability conditions;
- expected evidence;
- residual limitations.
It must also declare:
canonical: false
This field does not imply that the external framework is unreliable. It states that the framework does not hold authority to define the internal canon.
An accepted mapping may influence governance policy or projection construction. It remains removable or replaceable without rewriting the Core objects it references.
5. Non-widening rule
The non-widening axiom applies throughout the chain:
A lower layer must never widen permissions granted by a higher layer.
Consequently:
- an external framework cannot authorize a Claim the canon does not authorize;
- a mapping matrix cannot neutralize a Constraint;
- a projection cannot add meaning absent from admitted objects;
- the runtime cannot complete an unsatisfied condition;
- fluent restitution cannot be reclassified as a legitimate answer after the fact;
- an aggregate metric cannot erase an unsatisfied necessary condition.
Exceptions must be explicit, local and authorized by a higher-level rule. An implicit exception is ungoverned widening.
6. Relationship with a Codebook
A Codebook may play two valid roles, but not simultaneously.
6.1 Bootstrap source
The Codebook is analyzed and normalized into the five Core objects. Each imported element receives provenance, authority, status and, where required, human review.
After that step, the Codebook does not remain the runtime’s operational dependency. Later changes follow the Core authority process.
6.2 Regenerated view
The Codebook becomes a readable representation produced from the Core. It may support human consultation, bounded editing or exchange, but it must not automatically re-inject its own output as new truth.
An unarbitrated bidirectional loop is forbidden because it makes it impossible to determine which surface governs the other.
The same rule applies to a risk registry: controlled import into an external namespace, followed by approved mappings. Never a live synchronization capable of mutating the Core without a decision.
7. Epistemic status accompanies every transformation
An architecture able to import frameworks and use model-based classification must preserve the nature of each item of knowledge.
At minimum, it distinguishes:
- source-declared: explicitly published by the cited authority;
- deterministically derived: produced by a reproducible rule;
- model-classified: a probabilistic output;
- human-reviewed: examined by an identified person;
- interaction-observed: describing an event or restitution within a defined window.
An item may carry several successive statuses, but their chain must be preserved.
A model classification must at least record:
- provider and model;
- available version;
- protocol or instructions;
- date;
- corpus used;
- score or relevance level;
- human-review status;
- known disagreements.
No confidence score automatically converts a classification into canonical fact.
8. The framework is captured, never queried live by the runtime
A serious integration uses a local, versioned snapshot.
The minimum flow is:
selected external source
↓
dated snapshot
↓
hash
↓
licence and attribution
↓
external normalization
↓
mapping review
↓
compilation
↓
authorized projection
The runtime must not query an external database directly when delivering an answer. Such a dependency would allow uncontrolled mutation, prevent state reproduction and create ambiguity about the version actually applied.
A new framework release triggers comparison. It never automatically replaces the active version.
9. Governance and evidence cycle
The external framework participates in a broader loop:
Authority
→ admissibility
→ projection
→ delivery
→ restitution
→ deviation
→ conformance
→ ledger
Projection may be represented as:
P = f(A, G, I, C)
where:
Ais authority and admitted canonical objects;Gis the applicable governance policy;Iis intent or request class;Cis context, including audience, channel, jurisdiction and time;Pis the authorized projection.
The external framework may inform G. It does not replace A.
Restitution R is then compared with P:
Δ = g(P, R)
Conformance Q qualifies the deviation under governance:
Q = h(Δ, G)
A ledger observation may trigger review of policy or a mapping. It does not directly change the five objects.
10. Contradictions and compilation failures
When an external framework conflicts with internal authority, the system must not resolve the issue through textual proximity or averaging.
Minimum rules are:
- an external authority remains bounded to its own object;
- a mapping identifies the relevant Claim class;
- an explicit Precedence rule adjudicates comparable authorities;
- two contradictory rules at the same authority level cause compilation failure;
- a mapping whose applicability cannot be evaluated remains inactive;
- non-response is preferable to an invented permission.
Compilation failure is a safety mechanism. It prevents contradiction from becoming an arbitrary runtime decision.
11. What this position prohibits
This position prohibits the following derivations:
- treating an external taxonomy as internal authority by default;
- creating a new Core object for every imported framework;
- promoting a model classification to canonical fact without review;
- connecting the runtime to a live external source;
- letting an observation mutate the canon directly;
- using a declared mitigation as evidence of effectiveness;
- claiming global compliance from a partial mapping;
- allowing a lower layer to widen a higher-layer permission.
12. Architectural consequence
An interoperable system is not one that absorbs every framework into its core. It is one that can:
- capture its version;
- preserve attribution;
- keep it in an external namespace;
- make a mapping explicit;
- submit that mapping to internal authority;
- compile a control without widening permissions;
- measure a result without confusing observation and attestation;
- remove or replace the mapping without destabilizing the Core.
The value of the external framework is preserved, while its jurisdiction remains bounded.
Final rule
The canon declares what the organization is authorized to assert and under which constraints. The external framework explains why certain failures matter or which control families exist. The matrix connects the two. The runtime executes the compiled decision. The audit measures restitution. The ledger preserves bounded evidence.
None of these planes should absorb the others.