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thePR0M3TH3ANandClaude Opus 4.8
087cf410cb
Explore shared the full active set with Recent/For You and leaned on freshness,
so it read like a reshuffled Recently-added. Give it a discovery identity:
- Weights: drop freshness (0.25 -> 0.12) and bump novelty (0.30 -> 0.35) so
recency stops dominating and topic-novelty leads.
- Add a soft followed-author penalty (weight 0.3): the scorer now reads
subscriptionAuthors from the Explore runtime and deprioritizes creators you
already follow, so non-followed creators surface ("new to you"). A penalty,
not a filter, so the feed stays full if you follow lots of people.
- More variety: lower the diversity sorter's MMR lambda (0.7 -> 0.5).
Also compacted For You's subscriptionAuthors reader to a one-liner to stay
under feedCoordinator's size cap while adding the same reader to Explore.
Tests: explore follows-penalty scoring; existing explore-scorer/diversity +
feedCoordinator suites green.
Co-Authored-By: Claude Opus 4.8 <[email protected]>