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For Sanskrit Teachers

अध्यापकाः

Your classroom expertise shapes the future of Sanskrit AI

As a Sanskrit teacher, you know what makes a story work for students. Your evaluation helps us build AI tools that generate pedagogically sound stories — matching the right vocabulary level, grammar complexity, and cultural context for each age group.

लाभाः

Shape AI-generated curriculum

Your feedback directly influences how AI generates Sanskrit stories for classrooms. Rate stories on vocabulary level, grammar correctness, and age-appropriateness.

Identify what works for students

You see what engages students daily. Help us understand which story structures, Dharmic principles, and cultural references resonate with young learners.

Academic recognition

Contributing reviewers are acknowledged in our research paper (ACL/EMNLP 2026). Your expertise is formally recognized in the academic community.

Free classroom resources

Reviewed stories that pass quality thresholds will be available as teaching materials — stories you personally vetted for your students.

"Teachers bring irreplaceable insight into what makes Sanskrit stories work in the classroom."
कथम्

How it works

1

Apply

Fill out a brief form. We review applications within 24 hours.

2

Practice

Read the scoring guide and try practice stories with expert feedback.

3

Review

Score batches of 10 stories at your own pace. Earn badges along the way.

Join as a Teacher Reviewer

Every review advances Sanskrit AI research.