Why profile updates should go through a review queue, not auto-publish
Abstracts
Abstracts
Most automation aims to remove people from the loop. ProfileScribe does the opposite for anything public-facing: it monitors approved sources, drafts an update, and holds it for review before it reaches a profile. The source graph tracks where a claim came from — a link, a repository, a piece of writing — so a draft can be checked against its origin instead of trusted on faith. That separation matters more as more of a professional presence gets machine-assisted. The interesting design problem isn't generating plausible copy; it's making sure copy stays traceable back to something real, and easy to reject when it isn't.