HAX Design Library

Guideline 8

Support efficient dismissal

Make it easy to dismiss or ignore undesired AI system services.

Guideline 9

Support efficient correction

Make it easy to edit, refine, or recover when the AI system is wrong.

Guideline 9 > Pattern 9A

Pattern 9A: Switch classification decisions

Guideline 9 > Pattern 9B

Pattern 9B: Rich and detailed edits

Guideline 9 > Pattern 9B > Example

Make clear why the system did what it did

Enable the user to access an explanation of why the AI system behaved as it did.

Guideline 11 > Pattern 11A

Pattern 11A: Local explanations

Guideline 11 > Pattern 11B

Pattern 11B: Global explanations

Guideline 11 > Pattern 11C

Pattern 11C: Present properties of system outputs

Guideline 11 > Pattern 11C > Example

Google Maps | 11C: Present properties of system outputs

Guideline 11 > Pattern 11D

Pattern 11D: Map system input attributes to system outputs

Guideline 11 > Pattern 11E

Pattern 11E: Map user behaviors to system outputs

Guideline 11 > Pattern 11F

Pattern 11F: Example-based explanations

Guideline 11 > Pattern 11G

Pattern 11G: “What if?” explanations

Guideline 13

Learn from user behavior

Personalize the user’s experience by learning from their actions over time.

Guideline 14

Update and adapt cautiously

Limit disruptive changes when updating and adapting the AI system’s behaviors.

Guideline 14 > Pattern 14A

Pattern 14A: Comprehensive updates

Guideline 14 > Pattern 14B

Interactive collection of the 18 Guidelines for Human-AI Interaction, with design patterns for applying them and examples.