Marketplace health · concept preview on illustrative data
Is the matcher spreading opportunity?
A recommender that quietly cycles the same few creators is a failure however precise it looks. These are the numbers that catch it, reported next to accuracy in every experiment.
The illustrative history behind these numbers deliberately reproduces the concentration pathology seen in real marketplaces, so this is the before picture. The engine counters it with per-creator exposure caps and a reserved fresh-talent slot on every shortlist; once Lydia's real decision log is connected, this page reports the actual roster.