Adaptive loops personalize practice and pacing
Every cohort learns at a different pace. Adaptive mastery loops adjust practice volume, difficulty, and timing based on how students perform, keeping everyone within striking distance of the target date.
LearnX ingests quiz results, attendance, and sentiment to decide whether a learner needs reinforcement, a challenge, or a nudge. The platform keeps faculty in the loop with simple queues and context-rich alerts.
If a learner misses the same concept twice, LearnX can automatically schedule reteach content and notify the right coach.
How to build your first loop
Start with one unit and one clear outcome. Define triggers and automations that keep learners moving forward without extra faculty overhead.
- Choose the formative assessments that matter most for the unit.
- Define thresholds for reteach, reinforcement, and fast-track learners.
- Attach playlists and nudges to each trigger so support is automatic.
- Review results weekly and adjust thresholds based on evidence.
Plays to keep cohorts on pace
Use these tactics to stop drift and keep cohorts aligned on outcomes.
Adaptive practice pack
Automate reinforcement so learners stay confident and consistent.
- Schedule bite-size quizzes that increase difficulty with accuracy.
- Auto-create peer review pairs when confidence is high.
- Trigger reteach videos when accuracy drops below your threshold.
Key takeaways
- Adaptive loops personalize practice and pacing for every learner.
- Define clear triggers so remediation launches automatically.
- Review thresholds weekly and expand once the loop proves itself.