Educational Experts: Scenario Insights
Welcome! 👋We are conducting a research study 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.Tool use is required — This survey exclusively accepts scenarios where a helpful AI assistant would actively use tools. Submissions describing purely conversational scenarios (no tools) 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: tool use in your submission's case resolution (assignment sheets, rubrics, student work, lecture notes, syllabi, scheduling tools, etc.) that corroborate the scenario described. Submissions accompanied by real evidence are significantly more likely to be approved.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.⏱️ Expected time: ~40 minutes per submission.Remember: The use of AI is not permitted.
Responsibilities
Describe specific real-world learning challenges and situations.
Share detailed accounts of how you navigated complex educational scenarios.
Provide examples of guidance and support given in various learning contexts.
Explain the intricacies of different instructional or developmental situations.
Requirements
Individuals passionate about advancing educational methods.
People with significant experience in guiding learning and development processes.
Those eager to contribute practical wisdom to AI training.
Professionals with deep insight into various learning environments.
Compensation
USD 12.00-220.00 for the interview
Ready to participate?
Start your paid interview now
Apply To This Job
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: tool use in your submission's case resolution (assignment sheets, rubrics, student work, lecture notes, syllabi, scheduling tools, etc.) that corroborate the scenario described. Submissions accompanied by real evidence are significantly more likely to be approved.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.⏱️ Expected time: ~40 minutes per submission.Remember: The use of AI is not permitted.
Responsibilities
Describe specific real-world learning challenges and situations.
Share detailed accounts of how you navigated complex educational scenarios.
Provide examples of guidance and support given in various learning contexts.
Explain the intricacies of different instructional or developmental situations.
Requirements
Individuals passionate about advancing educational methods.
People with significant experience in guiding learning and development processes.
Those eager to contribute practical wisdom to AI training.
Professionals with deep insight into various learning environments.
Compensation
USD 12.00-220.00 for the interview
Ready to participate?
Start your paid interview now
Apply To This Job