Personalization and Adaptive Pathways
Begin with tiny diagnostics targeting common misconceptions. A two-question fork can reveal whether pacing should slow for foundational gaps or accelerate toward enrichment. Learners appreciate precision that honors their time and existing strengths authentically.
Personalization and Adaptive Pathways
Blend branching logic with tutor judgment. If a learner misses a concept twice, deliver an alternative explanation and concrete analogy. When they succeed, interleave a related skill to consolidate understanding without losing engagement or essential momentum.