pinterest Feb 27, 2026 Bridging the Gap: Diagnosing Online–Offline Discrepancy in Pinterest’s L1 Conversion Models (opens in new tab) machine-learningfeature-storeranking-modelstwo-tower-architectureonline-offline-discrepancycvr-modelingembedding-generationann-index