AI Learning Research Volunteer

Role

What you will help with.

This volunteer helps turn the voice-first learning system into researchable questions, rubrics, and evaluation notes for public-benefit AI education.

• Define observable learning outcomes for short speaking lessons.
• Review lesson completion criteria and placement recommendations.
• Draft rubrics for tutor feedback, learner progress, and assessment quality.
• Summarize findings into practical notes for LuxSolAI projects.

Good fit

Who should consider it.

This track fits language teachers, education researchers, learning designers, applied linguistics students, evaluation specialists, and data-minded volunteers.

• You can define what successful learning behavior looks like.
• You care about fair, transparent, and useful AI feedback.
• You can turn product behavior into evaluation questions.
• You are comfortable writing concise research notes.

First project examples

Start with one learning question.

Good first projects include a speaking assessment rubric, a lesson completion review, or a short research note on how an AI tutor should adapt to learner hesitation or mistakes.