See the pattern
Track recurring stuck points, completed review, and whether hints lead to independent practice.
For parents
Progress signals without reading every private learning chat.
Parents can understand review completion, stuck patterns, and dependency signals while the raw student dialogue stays private by default.
Trend summaryReview completionDependency signalPrivacy boundary
See parent viewRespect the boundary
Private student conversations are not the default parent surface.
Spot dependency early
High-level signals show when AI use looks like avoidance instead of learning support.
Questions
Make the boundary explicit.
Can parents read all conversations?
Not by default. AhaPal is designed around summaries, trends, and policy-controlled visibility.
What should a parent look for?
Review completion, repeated stuck points, and whether students can complete checkpoints after hints.