Machine Intelligence Terminology and Ontology Registry: Canonical Definitions, Concept Boundaries, Semantic Relationships, and Machine-Readable Publication

Report status and use

The raw source is retained in protected governed memory as a research input. This public page is the active corrected synthesis. It does not promote every source statement into project doctrine and does not expose the protected raw report.

Source status: reference-source; review and correct before active use. Public correction state: CORRECTED PUBLIC SYNTHESIS; RAW SOURCE RETAINED AS REFERENCE.

Direct findings

1. The report treats 1\. Metadata and Research-Status Front Matter as a distinct analytical area that must be evaluated separately from adjacent legal, technical, operational, or institutional claims.
2. The report treats 2\. Executive Terminology Brief as a distinct analytical area that must be evaluated separately from adjacent legal, technical, operational, or institutional claims.
3. The report treats 3\. Editorial Principles as a distinct analytical area that must be evaluated separately from adjacent legal, technical, operational, or institutional claims.
4. The report treats 4\. Ontology Architecture as a distinct analytical area that must be evaluated separately from adjacent legal, technical, operational, or institutional claims.
5. The report treats 5\. Complete Canonical Glossary as a distinct analytical area that must be evaluated separately from adjacent legal, technical, operational, or institutional claims.
6. The report treats Direct-Answer Table for AEO (Answer Engine Optimization) as a distinct analytical area that must be evaluated separately from adjacent legal, technical, operational, or institutional claims.
7. The source report identifies this proposition for governed review: Verification vs. Certification (RQ9): Engineering communities treat Verification as the internal, objective process of ensuring a system meets its design specifications3. Certification is the external legal or cryptographic attestation of that fact. Verification is the action; Certification is the artifact.
8. The source report identifies this proposition for governed review: Identity vs. Credentials (RQ6): In security architecture (NIST SP 800-207A / SPIFFE), a Workload Identity is derived dynamically from verifiable facts about the workload (its runtime environment, hash, node) rather than a stored credential (a secret password or API key)7. Identity is inherent ("what the workload is"); a credential is transferable ("what it holds").
9. The source report identifies this proposition for governed review: Autonomy vs. Sovereignty (RQ10): Autonomy is a technical capability—the ability to execute programmatic loops and adapt to environments without continuous human prompting. Sovereignty is a legal and political status—the absolute authority over a domain. An autonomous drone possesses autonomy but entirely lacks legal sovereignty.
10. The source report identifies this proposition for governed review: MachineIntelligence \-\ hasIdentity \-\ WorkloadIdentity.
11. The source report identifies this proposition for governed review: MachineIntelligence \-\ executes \-\ Activity.
12. The source report identifies this proposition for governed review: MachineIntelligence \-\ possesses \-\ Capability.

Claim-status breakdown

Analytical scope preserved from the source

• Machine Intelligence Terminology and Ontology Registry: Canonical Definitions, Concept Boundaries, Semantic Relationships, and Machine-Readable Publication
• 1\. Metadata and Research-Status Front Matter
• 2\. Executive Terminology Brief
• 3\. Editorial Principles
• 4\. Ontology Architecture
• 5\. Complete Canonical Glossary
• Direct-Answer Table for AEO (Answer Engine Optimization)
• 6\. Contested-Term Analysis
• 7\. Deprecated and Prohibited Conflations
• Preferred and Deprecated Synonyms
• 8\. Legal Terminology
• 9\. Technical Terminology

The public synthesis preserves these areas as a map of the source’s reasoning. Inclusion in this list does not mean each heading is accepted as current law, verified implementation, or project doctrine.

Implementation implications

• Create canonical records with stable IDs, claim status, sources, currentness, and correction state.
• Separate legal authority from technical control and source authenticity.
• Require operational evidence for claims of deployment or current operation.
• Preserve review, challenge, appeal, and correction paths.
• Use the appropriate ecosystem authority for governance, registry, assurance, or capital functions.

Contradictions and limitations

The supplied source may contain forward-looking proposals, legal generalizations, implementation assumptions, or institution-role language that requires correction. The active synthesis therefore preserves uncertainty, labels proposals, and rejects any implication that a report, hash, signature, or website creates legal personhood, citizenship, sovereignty, factual truth, deployment, or authority.

External standards and law can change after the research cutoff. Source validity and currency must be rechecked before high-stakes reliance.

Source provenance

Correction history

Initial correction review created the public synthesis, preserved the raw source separately, enforced ecosystem-role boundaries, removed unsupported authority implications, and applied the project’s claim-status vocabulary. No later public correction is recorded in this release.

Related knowledge

Terminology and Ontology owns this report’s topic classification.

• Why does terminology governance matter?
• What makes a knowledge-graph relation valid?
• What is cross-format parity?
• Why publish a line-oriented knowledge-graph export?
• How should local search ranking be tested?
• Why does Unicode normalization matter for ᚲ.com search?

Governed report-finding claims

Each proposition has a stable ID, status, scope, owning route, evidence relationship, currentness qualification, correction state, and synchronized JSON record. Record completeness does not make the proposition true.