For Sanskrit Scholars
विद्वांसः
Your deep expertise is the gold standard for evaluating AI-generated Sanskrit
As a Sanskrit scholar, your judgment carries the highest weight in our evaluation framework. You can assess nuances that others cannot — sandhi precision, alamkara usage, cultural depth, and whether a story truly embodies its Dharmic principle. Your reviews anchor our entire quality assessment.
Define quality standards
Your evaluations calibrate our entire system. Expert reviews serve as ground truth against which we measure all other reviewers and the AI models themselves.
Advance Sanskrit NLP
This is among the first large-scale human evaluations of AI-generated Sanskrit. Your participation shapes how future AI systems handle Sanskrit.
Co-authorship potential
Scholars who contribute significantly (50+ reviews with high-quality feedback) may be invited as co-authors on the research paper.
Honeypot calibration
We may invite you to help create calibration stories — expert-scored reference points that help us detect low-quality reviewers.
"Scholars provide the depth of knowledge that makes this research rigorous and credible."
How it works
Apply
Fill out a brief form. We review applications within 24 hours.
Practice
Read the scoring guide and try practice stories with expert feedback.
Review
Score batches of 10 stories at your own pace. Earn badges along the way.
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