One of the respondents makes the point that a company can loose a lot by hiring a bad candidate, but "false negative cost a company close to nothing."

While there is truth to this, I would say it is less true when there is a labor shortage. By not hiring a good candidate when they have the chance, a company looses the revenue that candidate might have helped them earn while they spend time looking for a surer bet.