Review professional-post classifications
Reviews & approvals · Example outcome
The handoff
A private permitted public posts, tentative quality categories, and personal feed preferences review draft with source checks, uncertainty notes, and human approval status.
Keep in mind
A category can reflect bias, miss context, or unfairly stigmatize a writer. Follow source terms, avoid retaining more text or identity data than needed, keep labels correctable and private, do not use them for employment or reputation decisions, and require a person to approve moderation or public action.
