Re-Ranking & Business Logic

- Diversity: MMR (Maximal Marginal Relevance) or DPP to avoid filter bubble - Freshness boost for new content - Business rules: dedup, remove out-of-stock, sponsored content slots - Page-level optimization: not just top-1 accuracy but whole-page engagement