Playbook — Personality-Adaptive Learning Engine

Objective

• Adapt the same content to different cognitive styles without rebuilding the whole curriculum
• Increase retention, completion and learner confidence

Inputs

• Core content objects and learning goals
• Learner profile dimensions (pace, structure need, abstraction tolerance, motivation)
• Interaction and retention signals

Decision logic

• Match explanation mode to learner type
• Adjust pacing, chunk size, repetition and difficulty based on response behavior
• Escalate to alternative representations when comprehension stalls

Outputs

• Adaptive lesson variants from one content core
• Higher completion and retention
• Personalized guidance without manual branching explosion