Controlled Experiments at Scale - Artificial Intelligence

has grown exponentially over time, with over 200 concurrent ... changes, which took days to develop, each increased ad revenue by about $100 million annually [16]. 1.1 Motivating Example ... should adopt before using online controlled experiments at scale. Experimentation is not a panacea for everyone, and the assumptions should be understood. ................
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