Section 136 · Chapter 17, Personalized and Dynamic AI Products
Testing Custom and Dynamic User Interfaces
AI-generated interfaces make the UI itself non-deterministic. Confidence Engineers must evaluate whether the interface is appropriate, safe, accessible, and recoverable.
What to do
- Test those surfaces separately.
- Test control appropriateness.
- Test cross-device behavior.
- Test explainability of interface choices.
Evidence to preserve
- Preserve the inputs, versions, configurations, raw outcomes, and results for confidence engineer, custom dynamic user interfaces needed to reproduce work on Testing Custom and Dynamic User Interfaces.
- Report results for confidence engineer, custom dynamic user interfaces by relevant slice, separate blocker failures from averages, state uncertainty and blind spots, and connect the result to a release decision.
Expert note
When the system matters, dynamic UI testing should use visual regression, accessibility automation, human usability review, schema validation for generated components, permission-aware action contracts, cross-device screenshots, and trace links from UI decisions back to model prompts and policies.
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Cite this page
Jason Arbon. "Testing Custom and Dynamic User Interfaces." Testing AI Knowledge Edition, section 136.
https://jarbon.ai/testing-ai/knowledge/ch136-custom-dynamic-user-interfaces.html