Working together, we get the job done: our paper on justifying your alpha, recently accepted by Nature Human Behavior, was the fruit of a great collaboration by 88 authors. How? Google Docs!
When estimating the relationship between two variables we want this estimate to be as close to the true relationship as possible, right? Wrong. Often an estimate that is wrong is better than one that is right.