RECOMMENDATION-SYSTEMS5 MIN READ
Offline Win, Online Risk
Use offline evaluation as a launch filter, not as a replacement for controlled online testing.
The candidate model improved NDCG@10 in offline replay, but the same replay shows category concentration and a small latency increase.
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