Misconception Lab

Diagnose why a learner is wrong, not just whether they are wrong.

Learner + Instructor prototype

Record an error

Confidence is 0–100%. Lower confidence creates stronger diagnostic evidence because the learner is less certain.

Misconception graph

Next best test

Instructor insight

Evidence events
0
Priority topic
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Collect a few learner errors first.

TopicEventsEvidence

Evidence history

Path to a real product

Free learner

Personal diagnosis, local history, export.

Educator

Class-level misconception trends and intervention queue.

School/API

LMS integration, longitudinal analytics, privacy controls.

Business model shown here is a proposed go-to-market direction for the prototype, not current revenue.