Testing Recommendation Models in Production: A Deep Dive into Interleaving Experiments

Imagine losing $2.5 million in revenue because your newly deployed recommendation model, which performed brilliantly in testing, suddenly fails to engage real users. This nightmare scenario haunts e-commerce giants and streaming platforms alike. Whil...