Engineering / Open resources
Where does AI end and validation begin?
Use generation to produce drafts and verifiable rules to accept results.
Separate responsibilities
In Eurologado, AI drafts and structured validation identifies omissions. Treat output as untrusted input: validate format, required fields and relationships before persisting or presenting it.
Keep a verifiable gate
In DevAgent, tests and human review are part of delivery. For regulatory content or high-impact decisions, include a competent domain reviewer; a valid schema does not mean correct content.