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AI Studio
Human Review Enforced (AGENTS.md)
✨ AI Curriculum Authoring & Review Engine

FlipGyan AI Studio & Moderation

Synthesize curriculum-aligned questions and comprehensive study note drafts from NCERT guidelines. Per platform safety rules, all AI outputs remain in DRAFT status until validated by an educator.

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AI Generation EngineLocal Deterministic NCERT Synthesizer

To enable Live Google Gemini, add GEMINI_API_KEY="your-api-key" into apps/api/.env

Configure Generation Target

Select the academic chapter and configure difficulty and taxonomy levels.

🛡️ AI Safety & Governance Rules

Draft-Only Ingestion: Generated content is automatically tagged with DRAFT status. Students cannot see AI drafts in practice sessions or live tests.

NCERT Alignment: Questions and formulas strictly adhere to CBSE syllabus benchmarks and Bloom taxonomy tiers.

Human Moderation: A verified teacher or admin must approve the drafts in the Review Queue before publication.

Audit Logged: Every review approval, modification, or rejection is recorded permanently in the audit trail.