Welcome! 👋
We are conducting a paid survey with education professionals and experienced practitioners. The goal is to collect real-world tutoring and academic scenarios that will help train AI models to handle complex educational advisory situations.
The research objective is to help AI understand real education situations, including prerequisite gaps, learning style mismatches, and the hidden details that change how a student needs to be taught.
📁 File upload is required — This survey exclusively accepts scenarios accompanied by real files (documents, spreadsheets, images, reports, etc.) that support the situation described. Submissions without valid files will be rejected.
👤 Who can participate • Teachers and instructors at any level (K-12, university, vocational) • Tutors and academic coaches • Education students (enrolled or recently graduated) • Education administrators and curriculum designers • Learning & development professionals • Experienced learners who have navigated a significant academic challenge
✅ Validation Process Automatically rejected: Generic responses, use of AI, inconsistent subject level or educational context, made-up cases without real academic knowledge.
The use of AI is not permitted. Generic or superficial responses will be rejected. Your story must reflect real education expertise and knowledge of how learning and teaching actually work.
Required for success: uploading real files (documents, spreadsheets, images, reports) that corroborate the scenario described. Submissions accompanied by genuine evidence are significantly more valued.
Approval criteria: Coherent fields and story, real subject-specific educational detail, at least 3 concrete learning constraints, and a clear hidden fact that changes the tutoring approach.
💰 Compensation: $15 USD per approved submission.
⏱️ Expected time: ~40 minutes per submission.
🔢 Maximum number of responses: Up to 5 valid and varied submissions per participant. Each submission must describe a different case. Submit promptly — slots fill quickly.
Remember: The use of AI is not permitted.