Phase 12 · AI & Modern Product Management

Topics

Designing AI Features (UX for Uncertainty)

Part of the Product Management Roadmap.

Summary

Unlike deterministic software, AI features can be wrong — good design sets expectations, shows confidence or sourcing where possible, and makes it easy for users to verify or correct output.

How to Learn This

  • 1Critique an AI feature you've used for how (or whether) it handles being wrong.
  • 2Learn common patterns: showing sources, confidence indicators, easy undo/regenerate.
  • 3Sketch how you'd design an AI feature's error and 'low confidence' states.
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