STEM AI Pedagogy Studio

Dual-Mode Assistant & Tutor Workbench with Human-in-the-Loop Oversight

AI: Teacher Assistant

Generative / Backstage

Backstage tasks generating rubrics, problem sets, and experiment parameters. Requires instructor pedagogical checking.

Challenge Complexity Level 3
Curriculum Alignment Focus Competition Ready
Assistant Generative Pipeline

Curriculum Milestone & Intervention Graph

Live D3 Runtime
Oversight Rigor
67%
Scaffold Depth
Adaptive
Active Learning Index
84 / 100

AI: Student Tutor

Socratic / Frontline

Student-facing interactive scaffolding. Replaces passive lecture with inquiry prompts and code debugging.

Socratic Prompt Rigor High Scaffolding
Direct Answer Guardrail Strict Hints Only
Human Oversight Gates (Required by Source)
Tutor Inquiry Channels

Inquiry & Scaffolding Stress-Test

Simulation

Simulate student inquiry interactions to observe whether the AI tutor maintains hands-on discovery or degrades into passive answer provision.

Select a simulation above to test the tutor's response against the configured pedagogical rules.

Audited Pedagogical Blueprint

Ready for Deploy

JSON / Markdown specification compliant with institutional AI curriculum requirements. 


      

    


  


  


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