tl;dr:"The key to solving this problem is figuring out the incremental value of sending a daily digest notification compared to not sending... For some cohorts, they would be active without receiving the daily digest notifications and thus the incremental values would be small; selecting these cohorts to send the digest notifications is inefficient and may even spam these users."