Privacy, Consent, and Data Stewardship
Collect only what you need, explain why, and store securely. Obtain informed consent, allow deletion, and anonymize transcripts wherever possible. Be transparent about analytics and model usage, and prioritize participant agency, ensuring learners feel respected, safe, and empowered throughout their growth journey.