Designing UX/UI for AI-Centric Applications
Why It’s Different
AI is probabilistic, adaptive, and context-aware—your UI must communicate uncertainty and offer control.
Best Practices
- Make AI Explainable: confidence cues, short rationales, and “why this?” affordances.
- Keep Users in Control: edit/undo, approve, or override model choices.
- Build Trust: transparent data use, clear privacy settings, stable behavior.
- Graceful Errors: safe fallbacks and human handoff.
- Thoughtful NL UI: guided prompts, examples, and guardrails.
Checklist
- Surface uncertainty explicitly
- Offer feedback channels (thumbs, corrections)
- Log model actions for review