ELSEI Co-Regulator — Transparent AI
The ELSEI Co-Regulator (ECR) observes your learning behavior (navigation patterns, time on task, retry frequency) to provide lightweight metacognitive support. No personal biometric data is collected.
Transparent
Every suggestion explained
Minimal Data
Behavioral signals only
Always Optional
Opt-out anytime
Master ELSEI — École Normale Supérieure, Abdelmalek Essaâdi University
M126: Study of Learning Management Systems · Master ELSEI
Real-time estimation
Cognitive Load
LowAttention
HighMotivation
HighM126: Study of Learning Management Systems
Master ELSEI — ENS Tétouan
51m
Session
0
Retries
0
Suggestions
Summary of your learning patterns this week
78%
Load Management
Avg cognitive load regulation
82%
Attention Quality
Sustained focus this week
91%
Completion Rate
Activities completed
2
Support Received
Metacognitive suggestions
Attention trend (Mon – today)
All signals used to estimate your state
Time since last action
How long since your last click/interaction
Retry count
Number of repeated attempts on the same content
Navigation speed
How fast you're moving through pages
Inactivity streak
Consecutive seconds without any activity
Error rate
Proportion of incorrect attempts
⚠️ No keystrokes, biometrics, or webcam data are ever collected. Only anonymized interaction patterns are used.
Live session
Your data, your choice
AI Interventions
Active — suggestions enabled
Data Collection
Not consented
The ECR assistant analyzes your learning activity patterns (not personal or biometric data) to provide optional study support suggestions. You remain in full control and may disable assistance at any time.
Mohamed AJAHA
focused learner
0
This session
low CL
Cognitive load