Once platforms start scaling, they need to ensure that the curation mechanism doesn’t break down. Platforms that successfully scale their curation efforts gather better data on their users and improve their matching algorithms over time. They also ensure that manual curation is gradually phased out in favor of automated curation mechanisms based on socially driven feedback loops.