Learning path generation

Problem

Students struggle to know what to study next. Generic curricula don't account for individual gaps, and self-directed learners waste time on topics they already understand.

Solution

The AI agent runs a diagnostic assessment, identifies knowledge gaps, and builds a sequenced learning path with daily or weekly tasks. It adjusts the path as the student progresses, skipping mastered topics and spending more time on weak areas.

Benefits

• Personalized curriculum for every student
• Skip what you already know
• Clear milestones and progress tracking
• Adapts dynamically as skills improve

How to get started

1. 1

   Run diagnostic assessment

   The student takes a short assessment. The agent maps current knowledge across topics.

2. 2

   Generate learning path

   Based on gaps and goals, the agent creates a sequenced plan with resources, exercises, and checkpoints.

3. 3

   Track and adapt

   As the student completes tasks, the path adjusts. Mastered topics are skipped; struggling areas get reinforcement.

Recommended tools

Khanmigo, Synthesis AI, Course Hero. See the full list on the AI Tutoring Agent pillar page.