Evidence governance
Editorial Policy
Technical content is educational engineering reference. Publication status is controlled by evidence, review and transparent publisher context.
General principles and HAION claims
Established formulas and engineering relationships may be published as general guidance. HAION-specific capacity, runtime, compliance or test claims require verified records and identifiable conditions.
Evidence levels
Each article carries an internal status and evidence classification.
- Engineering principle
- External authoritative source
- HAION public source
- HAION internal verified
- HAION test data
- Unverified — never published automatically
Commercial references
HAION links are secondary to the engineering answer and are included only when a manufacturer resource is genuinely relevant.
AI-assisted workflows
AI tools may assist research organization, drafting or code. They do not authorize technical claims. A human-controlled publication decision remains required.