AI for Self-Regulated Learning
A human-centered AI that monitors learning behavior and delivers lightweight metacognitive support — without generating content, without being intrusive.
Cognitive Load
Medium
Attention
High
Motivation
Medium
Reflective Prompt
"Before continuing, can you summarize in one sentence what you've just learned?"
Not for surveillance — for support.
Real-time estimation of mental workload from behavioral signals.
Identifies focus drift and triggers gentle re-engagement prompts.
Encouragement and reframing messages when engagement drops.
No biometrics. No keystroke logging. Only anonymized interaction patterns.
Max 1 intervention per 5 min. Never during quizzes. Always dismissible.
Every suggestion includes a "Why am I seeing this?" explanation.