Lesson-plan preflightBuilt for teachers, not dashboards
See the lesson through
every learner’s eyes.
Simulate a diverse classroom before you teach. Catch misconceptions, invisible barriers, and missed moments—then redesign the path without changing the goal.
4learner lenses
< 2 minto preflight
1stronger lesson
01
Bring a lesson
Rough notes are welcome.
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◇ Lesson content is sent to OpenAI only in live mode.
5.6
02
The classroom is thinking…
Four learner lenses are reading your lesson in parallel.
03
Your classroom mirror
Lesson analysis
Demo analysis
Under the hood
Not four personas.
Not four personas.
Four focused reviews.
- 01Delegate
GPT-5.6 coordinates four bounded learner-analysis agents in parallel.
- 02Challenge
Each lens must cite evidence from the lesson and propose one concrete response.
- 03Reconcile
The root agent finds shared risks, preserves the goal, and rebuilds the learning path.