UX Guideline: AI Interaction — Feedback Loop. Platform: All. Description: AI needs user feedback to improve. Do: Thumps up/down or 'Regenerate'. Don't: Static output only. Good Example: Feedback component. Bad Example: Read-only text. Severity: Low.