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My statistics/ML life lesson: 
The harder a decision is, the less important it is to get the right answer. 

If choice A is vastly better than choice B, you don't need much information to determine that. So if, after gathering lots of information, you still can't determine which is better, don't stress too much about choosing the best one.

Don't be the product, buy the product!