This paper explains why seemingly irrational overconfident behavior can persist.Information aggregation is poor in groups in which most individuals herd.By ignoring the herd, the actions of overconfident individuals ("entrepreneurs")convey their private information. However, entrepreneurs make mistakes andthus die more frequently. The socially optimal proportion of entrepreneurstrades o# the positive information externality against high attrition rates ofentrepreneurs, and depends...