A guided lesson board that mirrors the PDF flow diagram.
This screen is the working classroom view: structured prompts on the left, routing signals on the right, and every action tied to the backend's learning-state machine.
Start the guided demo to open a real CogniraLearn session.
Current workspace
Circuit reasoning studio
Waiting
SubjectPhysics
TopicElectric circuits
SessionNot started
How this board works
Each submit talks to the Flask backend and moves through the real CogniraLearn
state machine from the PDF flow diagram and the exported upload-flow diagram.
Conceptual checks before solving
Blurting for forced recall
Gemini vision support in the visual engine
Guided question-bank progress before the upload module unlocks
Uploaded student-question practice, debugging, and adaptive rerouting
Image uploads respect the configured limit: 30 MB
Flow data diagram
The classroom view stays faithful to the proposal's learning stages.
1. Conceptual
Students explain the core idea before getting any solving momentum.
2. Blurting
Recall happens from memory, with hints and limited retries.
3. Visual engine
Predict, draw, and justify before transfer-style questions begin.
4. Question mode
Streak checks and struggle checks decide whether to progress or loop back.
5. Debugging
Learners inspect faulty reasoning instead of consuming polished answers.
6. Adaptive loop
The system routes students toward mastery, more practice, or another learning pass.