What Does the Research Suggest?

Explore the Research

Use the five principles below to reflect on your AILP design.

As you explore each card:

Select "Consider" to reveal a reflection prompt.
Think about how the idea applies to the design choices you explored.
Consider which choices best support meaningful learning.

Quick Check: Refining Your AI Learning Partner

Based on the research, identify 2-3 ways your AILP could better support meaningful learning.

💡See an Example

Possible Refinement: Increase the use of questioning rather than providing direct answers.

Research Rationale: Research suggests that learning improves when AI supports dialogue and collaborative thinking, rather than simply delivering information (Kim and Baylor, 2006; Zhou et al., 2025).

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