Guided Learning
Problem
Complex AI systems overwhelm users with too many options, causing confusion and poor adoption.
Solution
Create step-by-step learning experiences with contextual hints and adaptive difficulty to progressively guide users.
Examples in the Wild
Interactive Code Example
Implementation & Considerations
Implementation Guidelines
Start simple; gradually introduce complexity.
Show clear progress indicators and next steps.
Use contextual hints for unfamiliar concepts.
Allow skipping ahead or revisiting steps.
Provide immediate feedback on user actions.
Include checkpoints to maintain motivation.
Adapt difficulty based on user performance.
Design Considerations
Balance guidance with user autonomy.
Support diverse learning styles and paces.
Avoid blocking expert users with mandatory steps.
Allow non-linear content navigation.
Design clear error recovery paths.
Avoid cognitive overload at each step.
Ensure responsive design across devices.
Monitor drop-off points for improvements.