HAX Design Library

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 9A > Example

Viva Topics | 9A: Switch classification decisions

Guideline 9 > Pattern 9A > Example

Pattern 9D: Do G9 through G15

Guideline 9 > Pattern 9D > Example

Google Photos | 9D: Do G9 through G15

Guideline 9 > Pattern 9E

Pattern 9E: Batch-editing data

Guideline 9 > Pattern 9E > Example

Google Photos | 9E: Batch-editing data

Guideline 9 > Pattern 9E > Example

Gmail | 9E: Batch-editing data

Guideline 12

Remember recent interactions

Maintain short-term memory and allow the user to make efficient references to that memory.

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

Pattern 14B: Immediate, partial, non-disruptive updates

Guideline 18

Notify users about changes

Inform the user when the AI system adds or updates its capabilities.

Guideline 18 > Example

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