When Should You Trust Humans and Machines With Decisions?

When should you trust humans and machines with decisions? Or is the question, when can noise become part of your data set? In finance problems, it's oftentimes the ground truth that is itself shaky. So short answer to your question is that it's difficult to trust humans, but yet you need some level of human oversight in a system to guard against those events.