Clear boundaries, verifiable expertise, transparent AI use and privacy-conscious operations.
No ghostwriting or contract cheating. Support is teaching, coaching, feedback and editing within defined boundaries.
AI-enabled interactions are labelled and governed by human-support boundaries.
Production deployment should use role-based access, encrypted storage and auditable consent.
Qualifications and professional claims should be verified before appearing as verified on profiles.
View full information →Clear deliverables, session records, support escalation and refund/cancellation terms.
View full information →Cohort access, aggregate reporting and separation of private research materials from institutional analytics.
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