Principles
- Lead with the audience action, not the model.
- Use retrieval when the output depends on facts.
- Show sources when trust matters.
- Give operators controls that map to intent, tone, and safety.
- Make the interface adapt only when adaptation improves the task.
- Keep static content available for search, agents, and fallback states.